diff --git a/.gitignore b/.gitignore
index 643a135..a17a0c9 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,3 +5,7 @@ Cargo.lock
 benchmarks/out
 /benchmarks/perf-test/target/
 /benchmarks/perf-test/*.png
+.venv
+__pycache__
+*.so
+/crates/cervo-cli/python/pycapnp/
diff --git a/Cargo.lock b/Cargo.lock
index 096170c..903cd2e 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -3,16 +3,16 @@
 version = 3
 
 [[package]]
-name = "adler"
-version = "1.0.2"
+name = "adler2"
+version = "2.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe"
+checksum = "512761e0bb2578dd7380c6baaa0f4ce03e84f95e960231d1dec8bf4d7d6e2627"
 
 [[package]]
 name = "ahash"
-version = "0.8.7"
+version = "0.8.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "77c3a9648d43b9cd48db467b3f87fdd6e146bcc88ab0180006cef2179fe11d01"
+checksum = "e89da841a80418a9b391ebaea17f5c112ffaaa96f621d2c285b5174da76b9011"
 dependencies = [
  "cfg-if",
  "once_cell",
@@ -22,18 +22,67 @@ dependencies = [
 
 [[package]]
 name = "aho-corasick"
-version = "0.7.20"
+version = "1.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc936419f96fa211c1b9166887b38e5e40b19958e5b895be7c1f93adec7071ac"
+checksum = "8e60d3430d3a69478ad0993f19238d2df97c507009a52b3c10addcd7f6bcb916"
 dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "anstream"
+version = "0.6.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "23a1e53f0f5d86382dafe1cf314783b2044280f406e7e1506368220ad11b1338"
+dependencies = [
+ "anstyle",
+ "anstyle-parse",
+ "anstyle-query",
+ "anstyle-wincon",
+ "colorchoice",
+ "is_terminal_polyfill",
+ "utf8parse",
+]
+
+[[package]]
+name = "anstyle"
+version = "1.0.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8365de52b16c035ff4fcafe0092ba9390540e3e352870ac09933bebcaa2c8c56"
+
+[[package]]
+name = "anstyle-parse"
+version = "0.2.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3b2d16507662817a6a20a9ea92df6652ee4f94f914589377d69f3b21bc5798a9"
+dependencies = [
+ "utf8parse",
+]
+
+[[package]]
+name = "anstyle-query"
+version = "1.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "79947af37f4177cfead1110013d678905c37501914fba0efea834c3fe9a8d60c"
+dependencies = [
+ "windows-sys 0.59.0",
+]
+
+[[package]]
+name = "anstyle-wincon"
+version = "3.0.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2109dbce0e72be3ec00bed26e6a7479ca384ad226efdd66db8fa2e3a38c83125"
+dependencies = [
+ "anstyle",
+ "windows-sys 0.59.0",
+]
+
 [[package]]
 name = "anyhow"
-version = "1.0.69"
+version = "1.0.91"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "224afbd727c3d6e4b90103ece64b8d1b67fbb1973b1046c2281eed3f3803f800"
+checksum = "c042108f3ed77fd83760a5fd79b53be043192bb3b9dba91d8c574c0ada7850c8"
 
 [[package]]
 name = "anymap2"
@@ -42,10 +91,16 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d301b3b94cb4b2f23d7917810addbbaff90738e0ca2be692bd027e70d7e0330c"
 
 [[package]]
-name = "autocfg"
+name = "ascii"
 version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa"
+checksum = "d92bec98840b8f03a5ff5413de5293bfcd8bf96467cf5452609f939ec6f5de16"
+
+[[package]]
+name = "autocfg"
+version = "1.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ace50bade8e6234aa140d9a2f552bbee1db4d353f69b8217bc503490fc1a9f26"
 
 [[package]]
 name = "bit-set"
@@ -64,9 +119,9 @@ checksum = "349f9b6a179ed607305526ca489b34ad0a41aed5f7980fa90eb03160b69598fb"
 
 [[package]]
 name = "bitflags"
-version = "1.3.2"
+version = "2.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
+checksum = "b048fb63fd8b5923fc5aa7b340d8e156aec7ec02f0c78fa8a6ddc2613f6f71de"
 
 [[package]]
 name = "block-buffer"
@@ -79,21 +134,33 @@ dependencies = [
 
 [[package]]
 name = "byteorder"
-version = "1.4.3"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "14c189c53d098945499cdfa7ecc63567cf3886b3332b312a5b4585d8d3a6a610"
+checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
 
 [[package]]
 name = "bytes"
-version = "1.4.0"
+version = "1.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89b2fd2a0dcf38d7971e2194b6b6eebab45ae01067456a7fd93d5547a61b70be"
+checksum = "9ac0150caa2ae65ca5bd83f25c7de183dea78d4d366469f148435e2acfbad0da"
+
+[[package]]
+name = "capnp"
+version = "0.20.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bce4e2d41c16cf9188f47ca4d59fdcdca1f33705af211bdb41f0afbd3442f8b5"
+dependencies = [
+ "embedded-io",
+]
 
 [[package]]
 name = "cc"
-version = "1.0.79"
+version = "1.1.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "50d30906286121d95be3d479533b458f87493b30a4b5f79a607db8f5d11aa91f"
+checksum = "c2e7962b54006dcfcc61cb72735f4d89bb97061dd6a7ed882ec6b8ee53714c6f"
+dependencies = [
+ "shlex",
+]
 
 [[package]]
 name = "cervo"
@@ -121,10 +188,12 @@ name = "cervo-cli"
 version = "0.6.0"
 dependencies = [
  "anyhow",
+ "capnp",
  "cervo",
  "clap",
  "log",
  "tempfile",
+ "tiny_http",
  "tracing-subscriber",
 ]
 
@@ -180,103 +249,100 @@ version = "1.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
 
+[[package]]
+name = "chunked_transfer"
+version = "1.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6e4de3bc4ea267985becf712dc6d9eed8b04c953b3fcfb339ebc87acd9804901"
+
 [[package]]
 name = "clap"
-version = "4.1.8"
+version = "4.5.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c3d7ae14b20b94cb02149ed21a86c423859cbe18dc7ed69845cace50e52b40a5"
+checksum = "b97f376d85a664d5837dbae44bf546e6477a679ff6610010f17276f686d867e8"
 dependencies = [
- "bitflags",
+ "clap_builder",
  "clap_derive",
+]
+
+[[package]]
+name = "clap_builder"
+version = "4.5.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "19bc80abd44e4bed93ca373a0704ccbd1b710dc5749406201bb018272808dc54"
+dependencies = [
+ "anstream",
+ "anstyle",
  "clap_lex",
- "is-terminal",
- "once_cell",
  "strsim",
- "termcolor",
 ]
 
 [[package]]
 name = "clap_derive"
-version = "4.1.8"
+version = "4.5.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "44bec8e5c9d09e439c4335b1af0abaab56dcf3b94999a936e1bb47b9134288f0"
+checksum = "4ac6a0c7b1a9e9a5186361f67dfa1b88213572f427fb9ab038efb2bd8c582dab"
 dependencies = [
  "heck",
- "proc-macro-error",
  "proc-macro2",
  "quote",
- "syn 1.0.109",
+ "syn 2.0.85",
 ]
 
 [[package]]
 name = "clap_lex"
-version = "0.3.2"
+version = "0.7.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "350b9cf31731f9957399229e9b2adc51eeabdfbe9d71d9a0552275fd12710d09"
-dependencies = [
- "os_str_bytes",
-]
+checksum = "1462739cb27611015575c0c11df5df7601141071f07518d56fcc1be504cbec97"
 
 [[package]]
-name = "cpufeatures"
-version = "0.2.5"
+name = "colorchoice"
+version = "1.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "28d997bd5e24a5928dd43e46dc529867e207907fe0b239c3477d924f7f2ca320"
-dependencies = [
- "libc",
-]
+checksum = "5b63caa9aa9397e2d9480a9b13673856c78d8ac123288526c37d7839f2a86990"
 
 [[package]]
-name = "crc32fast"
-version = "1.3.2"
+name = "cpufeatures"
+version = "0.2.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b540bd8bc810d3885c6ea91e2018302f68baba2129ab3e88f32389ee9370880d"
+checksum = "608697df725056feaccfa42cffdaeeec3fccc4ffc38358ecd19b243e716a78e0"
 dependencies = [
- "cfg-if",
+ "libc",
 ]
 
 [[package]]
-name = "crossbeam-channel"
-version = "0.5.7"
+name = "crc32fast"
+version = "1.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cf2b3e8478797446514c91ef04bafcb59faba183e621ad488df88983cc14128c"
+checksum = "a97769d94ddab943e4510d138150169a2758b5ef3eb191a9ee688de3e23ef7b3"
 dependencies = [
  "cfg-if",
- "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-deque"
-version = "0.8.3"
+version = "0.8.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ce6fd6f855243022dcecf8702fef0c297d4338e226845fe067f6341ad9fa0cef"
+checksum = "613f8cc01fe9cf1a3eb3d7f488fd2fa8388403e97039e2f73692932e291a770d"
 dependencies = [
- "cfg-if",
  "crossbeam-epoch",
  "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-epoch"
-version = "0.9.14"
+version = "0.9.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "46bd5f3f85273295a9d14aedfb86f6aadbff6d8f5295c4a9edb08e819dcf5695"
+checksum = "5b82ac4a3c2ca9c3460964f020e1402edd5753411d7737aa39c3714ad1b5420e"
 dependencies = [
- "autocfg",
- "cfg-if",
  "crossbeam-utils",
- "memoffset",
- "scopeguard",
 ]
 
 [[package]]
 name = "crossbeam-utils"
-version = "0.8.15"
+version = "0.8.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3c063cd8cc95f5c377ed0d4b49a4b21f632396ff690e8470c29b3359b346984b"
-dependencies = [
- "cfg-if",
-]
+checksum = "22ec99545bb0ed0ea7bb9b8e1e9122ea386ff8a48c0922e43f36d45ab09e0e80"
 
 [[package]]
 name = "crunchy"
@@ -294,6 +360,15 @@ dependencies = [
  "typenum",
 ]
 
+[[package]]
+name = "deranged"
+version = "0.3.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b42b6fa04a440b495c8b04d0e71b707c585f83cb9cb28cf8cd0d976c315e31b4"
+dependencies = [
+ "powerfmt",
+]
+
 [[package]]
 name = "derive-new"
 version = "0.5.9"
@@ -307,9 +382,9 @@ dependencies = [
 
 [[package]]
 name = "digest"
-version = "0.10.6"
+version = "0.10.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8168378f4e5023e7218c89c891c0fd8ecdb5e5e4f18cb78f38cf245dd021e76f"
+checksum = "9ed9a281f7bc9b7576e61468ba615a66a5c8cfdff42420a70aa82701a3b1e292"
 dependencies = [
  "block-buffer",
  "crypto-common",
@@ -323,27 +398,33 @@ checksum = "fea41bba32d969b513997752735605054bc0dfa92b4c56bf1189f2e174be7a10"
 
 [[package]]
 name = "downcast-rs"
-version = "1.2.0"
+version = "1.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ea835d29036a4087793836fa931b08837ad5e957da9e23886b29586fb9b6650"
+checksum = "75b325c5dbd37f80359721ad39aca5a29fb04c89279657cffdda8736d0c0b9d2"
 
 [[package]]
 name = "dyn-clone"
-version = "1.0.11"
+version = "1.0.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68b0cf012f1230e43cd00ebb729c6bb58707ecfa8ad08b52ef3a4ccd2697fc30"
+checksum = "0d6ef0072f8a535281e4876be788938b528e9a1d43900b82c2569af7da799125"
 
 [[package]]
 name = "either"
-version = "1.8.1"
+version = "1.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7fcaabb2fef8c910e7f4c7ce9f67a1283a1715879a7c230ca9d6d1ae31f16d91"
+checksum = "60b1af1c220855b6ceac025d3f6ecdd2b7c4894bfe9cd9bda4fbb4bc7c0d4cf0"
+
+[[package]]
+name = "embedded-io"
+version = "0.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "edd0f118536f44f5ccd48bcb8b111bdc3de888b58c74639dfb034a357d0f206d"
 
 [[package]]
 name = "errno"
-version = "0.3.8"
+version = "0.3.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a258e46cdc063eb8519c00b9fc845fc47bcfca4130e2f08e88665ceda8474245"
+checksum = "534c5cf6194dfab3db3242765c03bbe257cf92f22b38f6bc0c58d59108a820ba"
 dependencies = [
  "libc",
  "windows-sys 0.52.0",
@@ -351,30 +432,27 @@ dependencies = [
 
 [[package]]
 name = "fastrand"
-version = "1.9.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e51093e27b0797c359783294ca4f0a911c270184cb10f85783b118614a1501be"
-dependencies = [
- "instant",
-]
+checksum = "e8c02a5121d4ea3eb16a80748c74f5549a5665e4c21333c6098f283870fbdea6"
 
 [[package]]
 name = "filetime"
-version = "0.2.20"
+version = "0.2.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a3de6e8d11b22ff9edc6d916f890800597d60f8b2da1caf2955c274638d6412"
+checksum = "35c0522e981e68cbfa8c3f978441a5f34b30b96e146b33cd3359176b50fe8586"
 dependencies = [
  "cfg-if",
  "libc",
- "redox_syscall",
- "windows-sys 0.45.0",
+ "libredox",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
 name = "flate2"
-version = "1.0.25"
+version = "1.0.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a8a2db397cb1c8772f31494cb8917e48cd1e64f0fa7efac59fbd741a0a8ce841"
+checksum = "a1b589b4dc103969ad3cf85c950899926ec64300a1a46d76c03a6072957036f0"
 dependencies = [
  "crc32fast",
  "miniz_oxide",
@@ -382,9 +460,9 @@ dependencies = [
 
 [[package]]
 name = "generic-array"
-version = "0.14.6"
+version = "0.14.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bff49e947297f3312447abdca79f45f4738097cc82b06e72054d2223f601f1b9"
+checksum = "85649ca51fd72272d7821adaf274ad91c288277713d9c18820d8499a7ff69e9a"
 dependencies = [
  "typenum",
  "version_check",
@@ -392,9 +470,9 @@ dependencies = [
 
 [[package]]
 name = "getrandom"
-version = "0.2.8"
+version = "0.2.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c05aeb6a22b8f62540c194aac980f2115af067bfe15a0734d7277a768d396b31"
+checksum = "c4567c8db10ae91089c99af84c68c38da3ec2f087c3f82960bcdbf3656b6f4d7"
 dependencies = [
  "cfg-if",
  "libc",
@@ -403,104 +481,80 @@ dependencies = [
 
 [[package]]
 name = "half"
-version = "2.2.1"
+version = "2.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "02b4af3693f1b705df946e9fe5631932443781d0aabb423b62fcd4d73f6d2fd0"
+checksum = "6dd08c532ae367adf81c312a4580bc67f1d0fe8bc9c460520283f4c0ff277888"
 dependencies = [
+ "cfg-if",
  "crunchy",
  "num-traits",
 ]
 
 [[package]]
 name = "hashbrown"
-version = "0.14.3"
+version = "0.14.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "290f1a1d9242c78d09ce40a5e87e7554ee637af1351968159f4952f028f75604"
+checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1"
 dependencies = [
  "ahash",
 ]
 
 [[package]]
 name = "heck"
-version = "0.4.1"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "95505c38b4572b2d910cecb0281560f54b440a19336cbbcb27bf6ce6adc6f5a8"
+checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
 
 [[package]]
-name = "hermit-abi"
-version = "0.2.6"
+name = "httpdate"
+version = "1.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ee512640fe35acbfb4bb779db6f0d80704c2cacfa2e39b601ef3e3f47d1ae4c7"
-dependencies = [
- "libc",
-]
+checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
 
 [[package]]
-name = "hermit-abi"
-version = "0.3.3"
+name = "is_terminal_polyfill"
+version = "1.70.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d77f7ec81a6d05a3abb01ab6eb7590f6083d08449fe5a1c8b1e620283546ccb7"
+checksum = "7943c866cc5cd64cbc25b2e01621d07fa8eb2a1a23160ee81ce38704e97b8ecf"
 
 [[package]]
-name = "instant"
-version = "0.1.12"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a5bbe824c507c5da5956355e86a746d82e0e1464f65d862cc5e71da70e94b2c"
-dependencies = [
- "cfg-if",
-]
-
-[[package]]
-name = "io-lifetimes"
-version = "1.0.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cfa919a82ea574332e2de6e74b4c36e74d41982b335080fa59d4ef31be20fdf3"
-dependencies = [
- "libc",
- "windows-sys 0.45.0",
-]
-
-[[package]]
-name = "is-terminal"
-version = "0.4.4"
+name = "itertools"
+version = "0.10.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "21b6b32576413a8e69b90e952e4a026476040d81017b80445deda5f2d3921857"
+checksum = "b0fd2260e829bddf4cb6ea802289de2f86d6a7a690192fbe91b3f46e0f2c8473"
 dependencies = [
- "hermit-abi 0.3.3",
- "io-lifetimes",
- "rustix",
- "windows-sys 0.45.0",
+ "either",
 ]
 
 [[package]]
 name = "itertools"
-version = "0.10.5"
+version = "0.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b0fd2260e829bddf4cb6ea802289de2f86d6a7a690192fbe91b3f46e0f2c8473"
+checksum = "ba291022dbbd398a455acf126c1e341954079855bc60dfdda641363bd6922569"
 dependencies = [
  "either",
 ]
 
 [[package]]
 name = "itertools"
-version = "0.12.1"
+version = "0.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba291022dbbd398a455acf126c1e341954079855bc60dfdda641363bd6922569"
+checksum = "413ee7dfc52ee1a4949ceeb7dbc8a33f2d6c088194d9f922fb8318faf1f01186"
 dependencies = [
  "either",
 ]
 
 [[package]]
 name = "itoa"
-version = "1.0.6"
+version = "1.0.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "453ad9f582a441959e5f0d088b02ce04cfe8d51a8eaf077f12ac6d3e94164ca6"
+checksum = "49f1f14873335454500d59611f1cf4a4b0f786f9ac11f4312a78e4cf2566695b"
 
 [[package]]
 name = "kstring"
-version = "2.0.0"
+version = "2.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec3066350882a1cd6d950d055997f379ac37fd39f81cd4d8ed186032eb3c5747"
+checksum = "558bf9508a558512042d3095138b1f7b8fe90c5467d94f9f1da28b3731c5dbd1"
 dependencies = [
  "serde",
  "static_assertions",
@@ -508,33 +562,44 @@ dependencies = [
 
 [[package]]
 name = "lazy_static"
-version = "1.4.0"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2abad23fbc42b3700f2f279844dc832adb2b2eb069b2df918f455c4e18cc646"
+checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
 
 [[package]]
 name = "libc"
-version = "0.2.153"
+version = "0.2.161"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9c198f91728a82281a64e1f4f9eeb25d82cb32a5de251c6bd1b5154d63a8e7bd"
+checksum = "8e9489c2807c139ffd9c1794f4af0ebe86a828db53ecdc7fea2111d0fed085d1"
 
 [[package]]
 name = "libm"
-version = "0.2.6"
+version = "0.2.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "348108ab3fba42ec82ff6e9564fc4ca0247bdccdc68dd8af9764bbc79c3c8ffb"
+checksum = "8355be11b20d696c8f18f6cc018c4e372165b1fa8126cef092399c9951984ffa"
+
+[[package]]
+name = "libredox"
+version = "0.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c0ff37bd590ca25063e35af745c343cb7a0271906fb7b37e4813e8f79f00268d"
+dependencies = [
+ "bitflags",
+ "libc",
+ "redox_syscall",
+]
 
 [[package]]
 name = "linux-raw-sys"
-version = "0.1.4"
+version = "0.4.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f051f77a7c8e6957c0696eac88f26b0117e54f52d3fc682ab19397a8812846a4"
+checksum = "78b3ae25bc7c8c38cec158d1f2757ee79e9b3740fbc7ccf0e59e4b08d793fa89"
 
 [[package]]
 name = "liquid"
-version = "0.26.1"
+version = "0.26.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9dfb833f0d41ed59a6c8d28e2f36d0362557c43fa83e9e096dd74e6e9517858f"
+checksum = "7cdcc72b82748f47c2933c172313f5a9aea5b2c4eb3fa4c66b4ea55bb60bb4b1"
 dependencies = [
  "doc-comment",
  "liquid-core",
@@ -545,12 +610,12 @@ dependencies = [
 
 [[package]]
 name = "liquid-core"
-version = "0.26.1"
+version = "0.26.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ca2b58598eeb2cd39ea0e0b6c666bab002b4f58ebbeedcc649d164d6dec4b886"
+checksum = "2752e978ffc53670f3f2e8b3ef09f348d6f7b5474a3be3f8a5befe5382e4effb"
 dependencies = [
  "anymap2",
- "itertools 0.10.5",
+ "itertools 0.13.0",
  "kstring",
  "liquid-derive",
  "num-traits",
@@ -563,22 +628,22 @@ dependencies = [
 
 [[package]]
 name = "liquid-derive"
-version = "0.26.1"
+version = "0.26.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "611c6adfb96294233bd6f20125684a6e3dd28c3f0d057d50a65adf2426ed3f47"
+checksum = "3b51f1d220e3fa869e24cfd75915efe3164bd09bb11b3165db3f37f57bf673e3"
 dependencies = [
  "proc-macro2",
- "proc-quote",
- "syn 1.0.109",
+ "quote",
+ "syn 2.0.85",
 ]
 
 [[package]]
 name = "liquid-lib"
-version = "0.26.1"
+version = "0.26.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d3ffe1daafef416a71da31385dd3764906cbde22349767a8458d30c96644a512"
+checksum = "59b1a298d3d2287ee5b1e43840d885b8fdfc37d3f4e90d82aacfd04d021618da"
 dependencies = [
- "itertools 0.10.5",
+ "itertools 0.13.0",
  "liquid-core",
  "once_cell",
  "percent-encoding",
@@ -589,9 +654,9 @@ dependencies = [
 
 [[package]]
 name = "lock_api"
-version = "0.4.9"
+version = "0.4.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "435011366fe56583b16cf956f9df0095b405b82d76425bc8981c0e22e60ec4df"
+checksum = "07af8b9cdd281b7915f413fa73f29ebd5d55d0d3f0155584dade1ff18cea1b17"
 dependencies = [
  "autocfg",
  "scopeguard",
@@ -599,12 +664,9 @@ dependencies = [
 
 [[package]]
 name = "log"
-version = "0.4.17"
+version = "0.4.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "abb12e687cfb44aa40f41fc3978ef76448f9b6038cad6aef4259d3c095a2382e"
-dependencies = [
- "cfg-if",
-]
+checksum = "a7a70ba024b9dc04c27ea2f0c0548feb474ec5c54bba33a7f72f873a39d07b24"
 
 [[package]]
 name = "maplit"
@@ -614,37 +676,29 @@ checksum = "3e2e65a1a2e43cfcb47a895c4c8b10d1f4a61097f9f254f183aee60cad9c651d"
 
 [[package]]
 name = "matrixmultiply"
-version = "0.3.2"
+version = "0.3.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "add85d4dd35074e6fedc608f8c8f513a3548619a9024b751949ef0e8e45a4d84"
+checksum = "9380b911e3e96d10c1f415da0876389aaf1b56759054eeb0de7df940c456ba1a"
 dependencies = [
+ "autocfg",
  "rawpointer",
 ]
 
 [[package]]
 name = "memchr"
-version = "2.5.0"
+version = "2.7.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2dffe52ecf27772e601905b7522cb4ef790d2cc203488bbd0e2fe85fcb74566d"
+checksum = "78ca9ab1a0babb1e7d5695e3530886289c18cf2f87ec19a575a0abdce112e3a3"
 
 [[package]]
 name = "memmap2"
-version = "0.9.4"
+version = "0.9.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fe751422e4a8caa417e13c3ea66452215d7d63e19e604f4980461212f3ae1322"
+checksum = "fd3f7eed9d3848f8b98834af67102b720745c4ec028fcd0aa0239277e7de374f"
 dependencies = [
  "libc",
 ]
 
-[[package]]
-name = "memoffset"
-version = "0.8.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d61c719bcfbcf5d62b3a09efa6088de8c54bc0bfcd3ea7ae39fcc186108b8de1"
-dependencies = [
- "autocfg",
-]
-
 [[package]]
 name = "minimal-lexical"
 version = "0.2.1"
@@ -653,11 +707,11 @@ checksum = "68354c5c6bd36d73ff3feceb05efa59b6acb7626617f4962be322a825e61f79a"
 
 [[package]]
 name = "miniz_oxide"
-version = "0.6.2"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b275950c28b37e794e8c55d88aeb5e139d0ce23fdbbeda68f8d7174abdf9e8fa"
+checksum = "e2d80299ef12ff69b16a84bb182e3b9df68b5a91574d3d4fa6e41b65deec4df1"
 dependencies = [
- "adler",
+ "adler2",
 ]
 
 [[package]]
@@ -695,64 +749,53 @@ dependencies = [
 
 [[package]]
 name = "num-complex"
-version = "0.4.3"
+version = "0.4.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "02e0d21255c828d6f128a1e41534206671e8c3ea0c62f32291e808dc82cff17d"
+checksum = "73f88a1307638156682bada9d7604135552957b7818057dcef22705b4d509495"
 dependencies = [
  "num-traits",
 ]
 
+[[package]]
+name = "num-conv"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "51d515d32fb182ee37cda2ccdcb92950d6a3c2893aa280e540671c2cd0f3b1d9"
+
 [[package]]
 name = "num-integer"
-version = "0.1.45"
+version = "0.1.46"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "225d3389fb3509a24c93f5c29eb6bde2586b98d9f016636dff58d7c6f7569cd9"
+checksum = "7969661fd2958a5cb096e56c8e1ad0444ac2bbcd0061bd28660485a44879858f"
 dependencies = [
- "autocfg",
  "num-traits",
 ]
 
 [[package]]
 name = "num-traits"
-version = "0.2.15"
+version = "0.2.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "578ede34cf02f8924ab9447f50c28075b4d3e5b269972345e7e0372b38c6cdcd"
+checksum = "071dfc062690e90b734c0b2273ce72ad0ffa95f0c74596bc250dcfd960262841"
 dependencies = [
  "autocfg",
  "libm",
 ]
 
-[[package]]
-name = "num_cpus"
-version = "1.15.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0fac9e2da13b5eb447a6ce3d392f23a29d8694bff781bf03a16cd9ac8697593b"
-dependencies = [
- "hermit-abi 0.2.6",
- "libc",
-]
-
 [[package]]
 name = "once_cell"
-version = "1.19.0"
+version = "1.20.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3fdb12b2476b595f9358c5161aa467c2438859caa136dec86c26fdd2efe17b92"
+checksum = "1261fe7e33c73b354eab43b1273a57c8f967d0391e80353e51f764ac02cf6775"
 
 [[package]]
 name = "ordered-float"
-version = "3.4.0"
+version = "4.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d84eb1409416d254e4a9c8fa56cc24701755025b458f0fcd8e59e1f5f40c23bf"
+checksum = "83e7ccb95e240b7c9506a3d544f10d935e142cc90b0a1d56954fb44d89ad6b97"
 dependencies = [
  "num-traits",
 ]
 
-[[package]]
-name = "os_str_bytes"
-version = "6.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9b7820b9daea5457c9f21c69448905d723fbd21136ccf521748f23fd49e723ee"
-
 [[package]]
 name = "overload"
 version = "0.1.1"
@@ -761,9 +804,9 @@ checksum = "b15813163c1d831bf4a13c3610c05c0d03b39feb07f7e09fa234dac9b15aaf39"
 
 [[package]]
 name = "parking_lot"
-version = "0.12.1"
+version = "0.12.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3742b2c103b9f06bc9fff0a37ff4912935851bee6d36f3c02bcc755bcfec228f"
+checksum = "f1bf18183cf54e8d6059647fc3063646a1801cf30896933ec2311622cc4b9a27"
 dependencies = [
  "lock_api",
  "parking_lot_core",
@@ -771,34 +814,34 @@ dependencies = [
 
 [[package]]
 name = "parking_lot_core"
-version = "0.9.7"
+version = "0.9.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9069cbb9f99e3a5083476ccb29ceb1de18b9118cafa53e90c9551235de2b9521"
+checksum = "1e401f977ab385c9e4e3ab30627d6f26d00e2c73eef317493c4ec6d468726cf8"
 dependencies = [
  "cfg-if",
  "libc",
  "redox_syscall",
  "smallvec",
- "windows-sys 0.45.0",
+ "windows-targets",
 ]
 
 [[package]]
 name = "paste"
-version = "1.0.12"
+version = "1.0.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9f746c4065a8fa3fe23974dd82f15431cc8d40779821001404d10d2e79ca7d79"
+checksum = "57c0d7b74b563b49d38dae00a0c37d4d6de9b432382b2892f0574ddcae73fd0a"
 
 [[package]]
 name = "percent-encoding"
-version = "2.2.0"
+version = "2.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "478c572c3d73181ff3c2539045f6eb99e5491218eae919370993b890cdbdd98e"
+checksum = "e3148f5046208a5d56bcfc03053e3ca6334e51da8dfb19b6cdc8b306fae3283e"
 
 [[package]]
 name = "perchance"
-version = "0.5.1"
+version = "0.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7150912aa69e961f55a2648901f14e07c864c78908f78e12cf8ec7a18a211c0c"
+checksum = "bf947a5a3b4a5d65979784b7d7b78a6ae47dd79a29e06549a7a9ae11d3b6fd98"
 dependencies = [
  "once_cell",
  "ordered-float",
@@ -806,19 +849,20 @@ dependencies = [
 
 [[package]]
 name = "pest"
-version = "2.5.6"
+version = "2.7.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8cbd939b234e95d72bc393d51788aec68aeeb5d51e748ca08ff3aad58cb722f7"
+checksum = "879952a81a83930934cbf1786752d6dedc3b1f29e8f8fb2ad1d0a36f377cf442"
 dependencies = [
+ "memchr",
  "thiserror",
  "ucd-trie",
 ]
 
 [[package]]
 name = "pest_derive"
-version = "2.5.6"
+version = "2.7.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a81186863f3d0a27340815be8f2078dd8050b14cd71913db9fbda795e5f707d7"
+checksum = "d214365f632b123a47fd913301e14c946c61d1c183ee245fa76eb752e59a02dd"
 dependencies = [
  "pest",
  "pest_generator",
@@ -826,22 +870,22 @@ dependencies = [
 
 [[package]]
 name = "pest_generator"
-version = "2.5.6"
+version = "2.7.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "75a1ef20bf3193c15ac345acb32e26b3dc3223aff4d77ae4fc5359567683796b"
+checksum = "eb55586734301717aea2ac313f50b2eb8f60d2fc3dc01d190eefa2e625f60c4e"
 dependencies = [
  "pest",
  "pest_meta",
  "proc-macro2",
  "quote",
- "syn 1.0.109",
+ "syn 2.0.85",
 ]
 
 [[package]]
 name = "pest_meta"
-version = "2.5.6"
+version = "2.7.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5e3b284b1f13a20dc5ebc90aff59a51b8d7137c221131b52a7260c08cbc1cc80"
+checksum = "b75da2a70cf4d9cb76833c990ac9cd3923c9a8905a8929789ce347c84564d03d"
 dependencies = [
  "once_cell",
  "pest",
@@ -849,88 +893,43 @@ dependencies = [
 ]
 
 [[package]]
-name = "ppv-lite86"
-version = "0.2.17"
+name = "powerfmt"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b40af805b3121feab8a3c29f04d8ad262fa8e0561883e7653e024ae4479e6de"
+checksum = "439ee305def115ba05938db6eb1644ff94165c5ab5e9420d1c1bcedbba909391"
 
 [[package]]
-name = "primal-check"
-version = "0.3.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9df7f93fd637f083201473dab4fee2db4c429d32e55e3299980ab3957ab916a0"
-dependencies = [
- "num-integer",
-]
-
-[[package]]
-name = "proc-macro-error"
-version = "1.0.4"
+name = "ppv-lite86"
+version = "0.2.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da25490ff9892aab3fcf7c36f08cfb902dd3e71ca0f9f9517bea02a73a5ce38c"
+checksum = "77957b295656769bb8ad2b6a6b09d897d94f05c41b069aede1fcdaa675eaea04"
 dependencies = [
- "proc-macro-error-attr",
- "proc-macro2",
- "quote",
- "syn 1.0.109",
- "version_check",
+ "zerocopy",
 ]
 
 [[package]]
-name = "proc-macro-error-attr"
-version = "1.0.4"
+name = "primal-check"
+version = "0.3.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a1be40180e52ecc98ad80b184934baf3d0d29f979574e439af5a55274b35f869"
+checksum = "dc0d895b311e3af9902528fbb8f928688abbd95872819320517cc24ca6b2bd08"
 dependencies = [
- "proc-macro2",
- "quote",
- "version_check",
+ "num-integer",
 ]
 
-[[package]]
-name = "proc-macro-hack"
-version = "0.5.20+deprecated"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc375e1527247fe1a97d8b7156678dfe7c1af2fc075c9a4db3690ecd2a148068"
-
 [[package]]
 name = "proc-macro2"
-version = "1.0.78"
+version = "1.0.89"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2422ad645d89c99f8f3e6b88a9fdeca7fabeac836b1002371c4367c8f984aae"
+checksum = "f139b0662de085916d1fb67d2b4169d1addddda1919e696f3252b740b629986e"
 dependencies = [
  "unicode-ident",
 ]
 
-[[package]]
-name = "proc-quote"
-version = "0.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5e84ab161de78c915302ca325a19bee6df272800e2ae1a43fe3ef430bab2a100"
-dependencies = [
- "proc-macro-hack",
- "proc-macro2",
- "proc-quote-impl",
- "quote",
- "syn 1.0.109",
-]
-
-[[package]]
-name = "proc-quote-impl"
-version = "0.3.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7fb3ec628b063cdbcf316e06a8b8c1a541d28fa6c0a8eacd2bfb2b7f49e88aa0"
-dependencies = [
- "proc-macro-hack",
- "proc-macro2",
- "quote",
-]
-
 [[package]]
 name = "prost"
-version = "0.11.8"
+version = "0.11.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e48e50df39172a3e7eb17e14642445da64996989bc212b583015435d39a58537"
+checksum = "0b82eaa1d779e9a4bc1c3217db8ffbeabaae1dca241bf70183242128d48681cd"
 dependencies = [
  "bytes",
  "prost-derive",
@@ -938,9 +937,9 @@ dependencies = [
 
 [[package]]
 name = "prost-derive"
-version = "0.11.8"
+version = "0.11.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4ea9b0f8cbe5e15a8a042d030bd96668db28ecb567ec37d691971ff5731d2b1b"
+checksum = "e5d2d8d10f3c6ded6da8b05b5fb3b8a5082514344d56c9f871412d29b4e075b4"
 dependencies = [
  "anyhow",
  "itertools 0.10.5",
@@ -951,9 +950,9 @@ dependencies = [
 
 [[package]]
 name = "quote"
-version = "1.0.35"
+version = "1.0.37"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "291ec9ab5efd934aaf503a6466c5d5251535d108ee747472c3977cc5acc868ef"
+checksum = "b5b9d34b8991d19d98081b46eacdd8eb58c6f2b201139f7c5f643cc155a633af"
 dependencies = [
  "proc-macro2",
 ]
@@ -1006,9 +1005,9 @@ checksum = "60a357793950651c4ed0f3f52338f53b2f809f32d83a07f72909fa13e4c6c1e3"
 
 [[package]]
 name = "rayon"
-version = "1.7.0"
+version = "1.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d2df5196e37bcc87abebc0053e20787d73847bb33134a69841207dd0a47f03b"
+checksum = "b418a60154510ca1a002a752ca9714984e21e4241e804d32555251faf8b78ffa"
 dependencies = [
  "either",
  "rayon-core",
@@ -1016,30 +1015,40 @@ dependencies = [
 
 [[package]]
 name = "rayon-core"
-version = "1.11.0"
+version = "1.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4b8f95bd6966f5c87776639160a66bd8ab9895d9d4ab01ddba9fc60661aebe8d"
+checksum = "1465873a3dfdaa8ae7cb14b4383657caab0b3e8a0aa9ae8e04b044854c8dfce2"
 dependencies = [
- "crossbeam-channel",
  "crossbeam-deque",
  "crossbeam-utils",
- "num_cpus",
 ]
 
 [[package]]
 name = "redox_syscall"
-version = "0.2.16"
+version = "0.5.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fb5a58c1855b4b6819d59012155603f0b22ad30cad752600aadfcb695265519a"
+checksum = "9b6dfecf2c74bce2466cabf93f6664d6998a69eb21e39f4207930065b27b771f"
 dependencies = [
  "bitflags",
 ]
 
 [[package]]
 name = "regex"
-version = "1.7.1"
+version = "1.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48aaa5748ba571fb95cd2c85c09f629215d3a6ece942baa100950af03a34f733"
+checksum = "b544ef1b4eac5dc2db33ea63606ae9ffcfac26c1416a2806ae0bf5f56b201191"
+dependencies = [
+ "aho-corasick",
+ "memchr",
+ "regex-automata",
+ "regex-syntax",
+]
+
+[[package]]
+name = "regex-automata"
+version = "0.4.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "368758f23274712b504848e9d5a6f010445cc8b87a7cdb4d7cbee666c1288da3"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -1048,15 +1057,15 @@ dependencies = [
 
 [[package]]
 name = "regex-syntax"
-version = "0.6.28"
+version = "0.8.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "456c603be3e8d448b072f410900c09faf164fbce2d480456f50eea6e25f9c848"
+checksum = "2b15c43186be67a4fd63bee50d0303afffcef381492ebe2c5d87f324e1b8815c"
 
 [[package]]
 name = "rustfft"
-version = "6.1.0"
+version = "6.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e17d4f6cbdb180c9f4b2a26bbf01c4e647f1e1dea22fe8eb9db54198b32f9434"
+checksum = "43806561bc506d0c5d160643ad742e3161049ac01027b5e6d7524091fd401d86"
 dependencies = [
  "num-complex",
  "num-integer",
@@ -1069,16 +1078,15 @@ dependencies = [
 
 [[package]]
 name = "rustix"
-version = "0.36.17"
+version = "0.38.38"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "305efbd14fde4139eb501df5f136994bb520b033fa9fbdce287507dc23b8c7ed"
+checksum = "aa260229e6538e52293eeb577aabd09945a09d6d9cc0fc550ed7529056c2e32a"
 dependencies = [
  "bitflags",
  "errno",
- "io-lifetimes",
  "libc",
  "linux-raw-sys",
- "windows-sys 0.45.0",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -1101,35 +1109,35 @@ dependencies = [
 
 [[package]]
 name = "scopeguard"
-version = "1.1.0"
+version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d29ab0c6d3fc0ee92fe66e2d99f700eab17a8d57d1c1d3b748380fb20baa78cd"
+checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
 
 [[package]]
 name = "serde"
-version = "1.0.154"
+version = "1.0.214"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8cdd151213925e7f1ab45a9bbfb129316bd00799784b174b7cc7bcd16961c49e"
+checksum = "f55c3193aca71c12ad7890f1785d2b73e1b9f63a0bbc353c08ef26fe03fc56b5"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.154"
+version = "1.0.214"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4fc80d722935453bcafdc2c9a73cd6fac4dc1938f0346035d84bf99fa9e33217"
+checksum = "de523f781f095e28fa605cdce0f8307e451cc0fd14e2eb4cd2e98a355b147766"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 1.0.109",
+ "syn 2.0.85",
 ]
 
 [[package]]
 name = "sha2"
-version = "0.10.6"
+version = "0.10.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "82e6b795fe2e3b1e845bafcb27aa35405c4d47cdfc92af5fc8d3002f76cebdc0"
+checksum = "793db75ad2bcafc3ffa7c68b215fee268f537982cd901d132f89c6343f3a3dc8"
 dependencies = [
  "cfg-if",
  "cpufeatures",
@@ -1138,18 +1146,24 @@ dependencies = [
 
 [[package]]
 name = "sharded-slab"
-version = "0.1.4"
+version = "0.1.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "900fba806f70c630b0a382d0d825e17a0f19fcd059a2ade1ff237bcddf446b31"
+checksum = "f40ca3c46823713e0d4209592e8d6e826aa57e928f09752619fc696c499637f6"
 dependencies = [
  "lazy_static",
 ]
 
+[[package]]
+name = "shlex"
+version = "1.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0fda2ff0d084019ba4d7c6f371c95d8fd75ce3524c3cb8fb653a3023f6323e64"
+
 [[package]]
 name = "smallvec"
-version = "1.10.0"
+version = "1.13.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a507befe795404456341dfab10cef66ead4c041f62b8b11bbb92bffe5d0953e0"
+checksum = "3c5e1a9a646d36c3599cd173a41282daf47c44583ad367b8e6837255952e5c67"
 
 [[package]]
 name = "static_assertions"
@@ -1176,9 +1190,9 @@ dependencies = [
 
 [[package]]
 name = "strsim"
-version = "0.10.0"
+version = "0.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "73473c0e59e6d5812c5dfe2a064a6444949f089e20eec9a2e5506596494e4623"
+checksum = "7da8b5736845d9f2fcb837ea5d9e2628564b3b043a70948a3f0b778838c5fb4f"
 
 [[package]]
 name = "syn"
@@ -1193,9 +1207,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.48"
+version = "2.0.85"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0f3531638e407dfc0814761abb7c00a5b54992b849452a0646b7f65c9f770f3f"
+checksum = "5023162dfcd14ef8f32034d8bcd4cc5ddc61ef7a247c024a33e24e1f24d21b56"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -1204,9 +1218,9 @@ dependencies = [
 
 [[package]]
 name = "tar"
-version = "0.4.38"
+version = "0.4.42"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4b55807c0344e1e6c04d7c965f5289c39a8d94ae23ed5c0b57aabac549f871c6"
+checksum = "4ff6c40d3aedb5e06b57c6f669ad17ab063dd1e63d977c6a88e7f4dfa4f04020"
 dependencies = [
  "filetime",
  "libc",
@@ -1215,51 +1229,42 @@ dependencies = [
 
 [[package]]
 name = "tempfile"
-version = "3.4.0"
+version = "3.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af18f7ae1acd354b992402e9ec5864359d693cd8a79dcbef59f76891701c1e95"
+checksum = "f0f2c9fc62d0beef6951ccffd757e241266a2c833136efbe35af6cd2567dca5b"
 dependencies = [
  "cfg-if",
  "fastrand",
- "redox_syscall",
+ "once_cell",
  "rustix",
- "windows-sys 0.42.0",
-]
-
-[[package]]
-name = "termcolor"
-version = "1.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be55cf8942feac5c765c2c993422806843c9a9a45d4d5c407ad6dd2ea95eb9b6"
-dependencies = [
- "winapi-util",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
 name = "thiserror"
-version = "1.0.39"
+version = "1.0.65"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a5ab016db510546d856297882807df8da66a16fb8c4101cb8b30054b0d5b2d9c"
+checksum = "5d11abd9594d9b38965ef50805c5e469ca9cc6f197f883f717e0269a3057b3d5"
 dependencies = [
  "thiserror-impl",
 ]
 
 [[package]]
 name = "thiserror-impl"
-version = "1.0.39"
+version = "1.0.65"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5420d42e90af0c38c3290abcca25b9b3bdf379fc9f55c528f53a269d9c9a267e"
+checksum = "ae71770322cbd277e69d762a16c444af02aa0575ac0d174f0b9562d3b37f8602"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 1.0.109",
+ "syn 2.0.85",
 ]
 
 [[package]]
 name = "thread_local"
-version = "1.1.7"
+version = "1.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3fdd6f064ccff2d6567adcb3873ca630700f00b5ad3f060c25b5dcfd9a4ce152"
+checksum = "8b9ef9bad013ada3808854ceac7b46812a6465ba368859a37e2100283d2d719c"
 dependencies = [
  "cfg-if",
  "once_cell",
@@ -1267,11 +1272,14 @@ dependencies = [
 
 [[package]]
 name = "time"
-version = "0.3.23"
+version = "0.3.36"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "59e399c068f43a5d116fedaf73b203fa4f9c519f17e2b34f63221d3792f81446"
+checksum = "5dfd88e563464686c916c7e46e623e520ddc6d79fa6641390f2e3fa86e83e885"
 dependencies = [
+ "deranged",
  "itoa",
+ "num-conv",
+ "powerfmt",
  "serde",
  "time-core",
  "time-macros",
@@ -1279,24 +1287,37 @@ dependencies = [
 
 [[package]]
 name = "time-core"
-version = "0.1.1"
+version = "0.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7300fbefb4dadc1af235a9cef3737cea692a9d97e1b9cbcd4ebdae6f8868e6fb"
+checksum = "ef927ca75afb808a4d64dd374f00a2adf8d0fcff8e7b184af886c3c87ec4a3f3"
 
 [[package]]
 name = "time-macros"
-version = "0.2.10"
+version = "0.2.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96ba15a897f3c86766b757e5ac7221554c6750054d74d5b28844fce5fb36a6c4"
+checksum = "3f252a68540fde3a3877aeea552b832b40ab9a69e318efd078774a01ddee1ccf"
 dependencies = [
+ "num-conv",
  "time-core",
 ]
 
+[[package]]
+name = "tiny_http"
+version = "0.12.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "389915df6413a2e74fb181895f933386023c71110878cd0825588928e64cdc82"
+dependencies = [
+ "ascii",
+ "chunked_transfer",
+ "httpdate",
+ "log",
+]
+
 [[package]]
 name = "tinyvec"
-version = "1.6.0"
+version = "1.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "87cc5ceb3875bb20c2890005a4e226a4651264a5c75edb2421b52861a0a0cb50"
+checksum = "445e881f4f6d382d5f27c034e25eb92edd7c784ceab92a0937db7f2e9471b938"
 dependencies = [
  "tinyvec_macros",
 ]
@@ -1309,9 +1330,9 @@ checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
 
 [[package]]
 name = "tracing-core"
-version = "0.1.30"
+version = "0.1.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "24eb03ba0eab1fd845050058ce5e616558e8f8d8fca633e6b163fe25c797213a"
+checksum = "c06d3da6113f116aaee68e4d601191614c9053067f9ab7f6edbcb161237daa54"
 dependencies = [
  "once_cell",
  "valuable",
@@ -1319,20 +1340,20 @@ dependencies = [
 
 [[package]]
 name = "tracing-log"
-version = "0.1.3"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "78ddad33d2d10b1ed7eb9d1f518a5674713876e97e5bb9b7345a7984fbb4f922"
+checksum = "ee855f1f400bd0e5c02d150ae5de3840039a3f54b025156404e34c23c03f47c3"
 dependencies = [
- "lazy_static",
  "log",
+ "once_cell",
  "tracing-core",
 ]
 
 [[package]]
 name = "tracing-subscriber"
-version = "0.3.16"
+version = "0.3.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a6176eae26dd70d0c919749377897b54a9276bd7061339665dd68777926b5a70"
+checksum = "ad0f048c97dbd9faa9b7df56362b8ebcaa52adb06b498c050d2f4e32f90a7a8b"
 dependencies = [
  "nu-ansi-term",
  "sharded-slab",
@@ -1472,9 +1493,9 @@ dependencies = [
 
 [[package]]
 name = "transpose"
-version = "0.2.2"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e6522d49d03727ffb138ae4cbc1283d3774f0d10aa7f9bf52e6784c45daf9b23"
+checksum = "1ad61aed86bc3faea4300c7aee358b4c6d0c8d6ccc36524c96e4c92ccf26e77e"
 dependencies = [
  "num-integer",
  "strength_reduce",
@@ -1482,36 +1503,42 @@ dependencies = [
 
 [[package]]
 name = "typenum"
-version = "1.16.0"
+version = "1.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "497961ef93d974e23eb6f433eb5fe1b7930b659f06d12dec6fc44a8f554c0bba"
+checksum = "42ff0bf0c66b8238c6f3b578df37d0b7848e55df8577b3f74f92a69acceeb825"
 
 [[package]]
 name = "ucd-trie"
-version = "0.1.5"
+version = "0.1.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9e79c4d996edb816c91e4308506774452e55e95c3c9de07b6729e17e15a5ef81"
+checksum = "2896d95c02a80c6d6a5d6e953d479f5ddf2dfdb6a244441010e373ac0fb88971"
 
 [[package]]
 name = "unicode-ident"
-version = "1.0.8"
+version = "1.0.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e5464a87b239f13a63a501f2701565754bae92d243d4bb7eb12f6d57d2269bf4"
+checksum = "e91b56cd4cadaeb79bbf1a5645f6b4f8dc5bde8834ad5894a8db35fda9efa1fe"
 
 [[package]]
 name = "unicode-normalization"
-version = "0.1.22"
+version = "0.1.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5c5713f0fc4b5db668a2ac63cdb7bb4469d8c9fed047b1d0292cc7b0ce2ba921"
+checksum = "5033c97c4262335cded6d6fc3e5c18ab755e1a3dc96376350f3d8e9f009ad956"
 dependencies = [
  "tinyvec",
 ]
 
 [[package]]
 name = "unicode-segmentation"
-version = "1.10.1"
+version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1dd624098567895118886609431a7c3b8f516e41d30e0643f03d94592a147e36"
+checksum = "f6ccf251212114b54433ec949fd6a7841275f9ada20dddd2f29e9ceea4501493"
+
+[[package]]
+name = "utf8parse"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
 
 [[package]]
 name = "valuable"
@@ -1521,18 +1548,17 @@ checksum = "830b7e5d4d90034032940e4ace0d9a9a057e7a45cd94e6c007832e39edb82f6d"
 
 [[package]]
 name = "version_check"
-version = "0.9.4"
+version = "0.9.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49874b5167b65d7193b8aba1567f5c7d93d001cafc34600cee003eda787e483f"
+checksum = "0b928f33d975fc6ad9f86c8f283853ad26bdd5b10b7f1542aa2fa15e2289105a"
 
 [[package]]
 name = "walkdir"
-version = "2.3.2"
+version = "2.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "808cf2735cd4b6866113f648b791c6adc5714537bc222d9347bb203386ffda56"
+checksum = "29790946404f91d9c5d06f9874efddea1dc06c5efe94541a7d6863108e3a5e4b"
 dependencies = [
  "same-file",
- "winapi",
  "winapi-util",
 ]
 
@@ -1560,11 +1586,11 @@ checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6"
 
 [[package]]
 name = "winapi-util"
-version = "0.1.5"
+version = "0.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70ec6ce85bb158151cae5e5c87f95a8e97d2c0c4b001223f33a334e3ce5de178"
+checksum = "cf221c93e13a30d793f7645a0e7762c55d169dbb0a49671918a2319d289b10bb"
 dependencies = [
- "winapi",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -1573,178 +1599,116 @@ version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
 
-[[package]]
-name = "windows-sys"
-version = "0.42.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a3e1820f08b8513f676f7ab6c1f99ff312fb97b553d30ff4dd86f9f15728aa7"
-dependencies = [
- "windows_aarch64_gnullvm 0.42.1",
- "windows_aarch64_msvc 0.42.1",
- "windows_i686_gnu 0.42.1",
- "windows_i686_msvc 0.42.1",
- "windows_x86_64_gnu 0.42.1",
- "windows_x86_64_gnullvm 0.42.1",
- "windows_x86_64_msvc 0.42.1",
-]
-
-[[package]]
-name = "windows-sys"
-version = "0.45.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "75283be5efb2831d37ea142365f009c02ec203cd29a3ebecbc093d52315b66d0"
-dependencies = [
- "windows-targets 0.42.1",
-]
-
 [[package]]
 name = "windows-sys"
 version = "0.52.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d"
 dependencies = [
- "windows-targets 0.52.0",
+ "windows-targets",
 ]
 
 [[package]]
-name = "windows-targets"
-version = "0.42.1"
+name = "windows-sys"
+version = "0.59.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e2522491fbfcd58cc84d47aeb2958948c4b8982e9a2d8a2a35bbaed431390e7"
+checksum = "1e38bc4d79ed67fd075bcc251a1c39b32a1776bbe92e5bef1f0bf1f8c531853b"
 dependencies = [
- "windows_aarch64_gnullvm 0.42.1",
- "windows_aarch64_msvc 0.42.1",
- "windows_i686_gnu 0.42.1",
- "windows_i686_msvc 0.42.1",
- "windows_x86_64_gnu 0.42.1",
- "windows_x86_64_gnullvm 0.42.1",
- "windows_x86_64_msvc 0.42.1",
+ "windows-targets",
 ]
 
 [[package]]
 name = "windows-targets"
-version = "0.52.0"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a18201040b24831fbb9e4eb208f8892e1f50a37feb53cc7ff887feb8f50e7cd"
+checksum = "9b724f72796e036ab90c1021d4780d4d3d648aca59e491e6b98e725b84e99973"
 dependencies = [
- "windows_aarch64_gnullvm 0.52.0",
- "windows_aarch64_msvc 0.52.0",
- "windows_i686_gnu 0.52.0",
- "windows_i686_msvc 0.52.0",
- "windows_x86_64_gnu 0.52.0",
- "windows_x86_64_gnullvm 0.52.0",
- "windows_x86_64_msvc 0.52.0",
+ "windows_aarch64_gnullvm",
+ "windows_aarch64_msvc",
+ "windows_i686_gnu",
+ "windows_i686_gnullvm",
+ "windows_i686_msvc",
+ "windows_x86_64_gnu",
+ "windows_x86_64_gnullvm",
+ "windows_x86_64_msvc",
 ]
 
 [[package]]
 name = "windows_aarch64_gnullvm"
-version = "0.42.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8c9864e83243fdec7fc9c5444389dcbbfd258f745e7853198f365e3c4968a608"
-
-[[package]]
-name = "windows_aarch64_gnullvm"
-version = "0.52.0"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cb7764e35d4db8a7921e09562a0304bf2f93e0a51bfccee0bd0bb0b666b015ea"
+checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3"
 
 [[package]]
 name = "windows_aarch64_msvc"
-version = "0.42.1"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c8b1b673ffc16c47a9ff48570a9d85e25d265735c503681332589af6253c6c7"
-
-[[package]]
-name = "windows_aarch64_msvc"
-version = "0.52.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bbaa0368d4f1d2aaefc55b6fcfee13f41544ddf36801e793edbbfd7d7df075ef"
+checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469"
 
 [[package]]
 name = "windows_i686_gnu"
-version = "0.42.1"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "de3887528ad530ba7bdbb1faa8275ec7a1155a45ffa57c37993960277145d640"
+checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b"
 
 [[package]]
-name = "windows_i686_gnu"
-version = "0.52.0"
+name = "windows_i686_gnullvm"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a28637cb1fa3560a16915793afb20081aba2c92ee8af57b4d5f28e4b3e7df313"
+checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66"
 
 [[package]]
 name = "windows_i686_msvc"
-version = "0.42.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf4d1122317eddd6ff351aa852118a2418ad4214e6613a50e0191f7004372605"
-
-[[package]]
-name = "windows_i686_msvc"
-version = "0.52.0"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ffe5e8e31046ce6230cc7215707b816e339ff4d4d67c65dffa206fd0f7aa7b9a"
+checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66"
 
 [[package]]
 name = "windows_x86_64_gnu"
-version = "0.42.1"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1040f221285e17ebccbc2591ffdc2d44ee1f9186324dd3e84e99ac68d699c45"
-
-[[package]]
-name = "windows_x86_64_gnu"
-version = "0.52.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3d6fa32db2bc4a2f5abeacf2b69f7992cd09dca97498da74a151a3132c26befd"
+checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78"
 
 [[package]]
 name = "windows_x86_64_gnullvm"
-version = "0.42.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "628bfdf232daa22b0d64fdb62b09fcc36bb01f05a3939e20ab73aaf9470d0463"
-
-[[package]]
-name = "windows_x86_64_gnullvm"
-version = "0.52.0"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a657e1e9d3f514745a572a6846d3c7aa7dbe1658c056ed9c3344c4109a6949e"
+checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d"
 
 [[package]]
 name = "windows_x86_64_msvc"
-version = "0.42.1"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "447660ad36a13288b1db4d4248e857b510e8c3a225c822ba4fb748c0aafecffd"
-
-[[package]]
-name = "windows_x86_64_msvc"
-version = "0.52.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dff9641d1cd4be8d1a070daf9e3773c5f67e78b4d9d42263020c057706765c04"
+checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
 
 [[package]]
 name = "xattr"
-version = "0.2.3"
+version = "1.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d1526bbe5aaeb5eb06885f4d987bcdfa5e23187055de9b83fe00156a821fabc"
+checksum = "8da84f1a25939b27f6820d92aed108f83ff920fdf11a7b19366c27c4cda81d4f"
 dependencies = [
  "libc",
+ "linux-raw-sys",
+ "rustix",
 ]
 
 [[package]]
 name = "zerocopy"
-version = "0.7.32"
+version = "0.7.35"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74d4d3961e53fa4c9a25a8637fc2bfaf2595b3d3ae34875568a5cf64787716be"
+checksum = "1b9b4fd18abc82b8136838da5d50bae7bdea537c574d8dc1a34ed098d6c166f0"
 dependencies = [
+ "byteorder",
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.7.32"
+version = "0.7.35"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ce1b18ccd8e73a9321186f97e46f9f04b778851177567b1975109d26a08d2a6"
+checksum = "fa4f8080344d4671fb4e831a13ad1e68092748387dfc4f55e356242fae12ce3e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.48",
+ "syn 2.0.85",
 ]
diff --git a/Cargo.toml b/Cargo.toml
index 14f7b4a..3b56531 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -13,7 +13,7 @@ exclude = [ "benchmarks/perf-test" ]
 resolver = "2"
 
 [workspace.dependencies]
-tract-core = { version = "0.21" }
+tract-core = { version = "=0.21.1,<0.21.4" }
 tract-hir = { version = "0.21" }
 tract-nnef = { version = "0.21" }
 tract-onnx =  { version = "0.21" }
diff --git a/crates/cervo-asset/src/lib.rs b/crates/cervo-asset/src/lib.rs
index 7d9a93d..ffc4feb 100644
--- a/crates/cervo-asset/src/lib.rs
+++ b/crates/cervo-asset/src/lib.rs
@@ -20,7 +20,10 @@ let nnef_inferer = nnef_asset.load_fixed(&[42]);
 */
 
 use anyhow::{bail, Result};
-use cervo_core::prelude::{BasicInferer, FixedBatchInferer, MemoizingDynamicInferer};
+use cervo_core::{
+    inferer::{InfererBuilder, InfererProvider},
+    prelude::{BasicInferer, DynamicInferer, FixedBatchInferer, MemoizingDynamicInferer},
+};
 use std::io::{Cursor, Read, Write};
 
 /// Magic used to ensure assets are valid.
@@ -194,3 +197,25 @@ impl AssetData {
         })
     }
 }
+
+impl InfererProvider for AssetData {
+    fn build_basic(self) -> Result<BasicInferer> {
+        self.load_basic()
+    }
+
+    fn build_fixed(self, sizes: &[usize]) -> Result<FixedBatchInferer> {
+        self.load_fixed(sizes)
+    }
+
+    fn build_memoizing(self, sizes: &[usize]) -> Result<MemoizingDynamicInferer> {
+        self.load_memoizing(sizes)
+    }
+
+    fn build_dynamic(self) -> Result<DynamicInferer> {
+        let mut cursor = Cursor::new(&self.data);
+        match self.kind {
+            AssetKind::Onnx => cervo_onnx::builder(&mut cursor).build_dynamic(),
+            AssetKind::Nnef => cervo_nnef::builder(&mut cursor).build_dynamic(),
+        }
+    }
+}
diff --git a/crates/cervo-cli/Cargo.toml b/crates/cervo-cli/Cargo.toml
index 0a099ed..00e42ca 100644
--- a/crates/cervo-cli/Cargo.toml
+++ b/crates/cervo-cli/Cargo.toml
@@ -21,7 +21,13 @@ tempfile = "3.4"
 tracing-subscriber = { version = "0.3", features = ["fmt"] }
 
 cervo = { version = "0.6.0", path = "../cervo" }
+tiny_http = { version = "0.12.0", optional = true }
+capnp = { version = "0.20", optional = true }
 
 [[bin]]
 name = "cervo"
 path = "src/main.rs"
+
+[features]
+default = ["serve"]
+serve = ["tiny_http", "capnp"]
diff --git a/crates/cervo-cli/fb/build.sh b/crates/cervo-cli/fb/build.sh
new file mode 100755
index 0000000..2af66c1
--- /dev/null
+++ b/crates/cervo-cli/fb/build.sh
@@ -0,0 +1,17 @@
+set -euxo pipefail
+
+cd "$(dirname "${BASH_SOURCE[0]}")"
+
+PYTHON_DIR="../python/messages"
+RUST_DIR="../src/commands/serve/"
+mkdir -p "$PYTHON_DIR"
+mkdir -p "$RUST_DIR"
+
+capnp --verbose compile -o"rust:$RUST_DIR" request.capnp
+cp request.capnp ../python
+
+pipx install --python=python3.11 'capnp-stub-generator @ git+https://github.com/commaai/capnp-stub-generator'
+capnp-stub-generator -p '*.capnp' -c "$PYTHON_DIR/*_capnp.py" "$PYTHON_DIR/*_capnp.pyi"
+mv *.{py,pyi} ../python
+
+find "../src/commands/serve/" -type f -exec sed -i 's/crate::request_capnp/crate::commands::serve::request_capnp/g' {} \;
diff --git a/crates/cervo-cli/fb/request.capnp b/crates/cervo-cli/fb/request.capnp
new file mode 100644
index 0000000..3732d1b
--- /dev/null
+++ b/crates/cervo-cli/fb/request.capnp
@@ -0,0 +1,22 @@
+@0xc2577ac7dec0b7dc;
+
+struct NamedFloatList {
+  name   @0 :Text;
+  shape  @1 :List(UInt16);
+  values @2 :List(Float32);
+}
+
+struct DataInstance {
+   identity    @0 :UInt64;
+   dataLists @1 :List(NamedFloatList);
+}
+
+struct Response {
+  seq  @0 :UInt64;
+  data @1 :List(DataInstance);
+}
+
+struct Request {
+  seq  @0 :UInt64;
+  data @1 :List(DataInstance);
+}
diff --git a/crates/cervo-cli/python/loadtest.py b/crates/cervo-cli/python/loadtest.py
new file mode 100755
index 0000000..af30633
--- /dev/null
+++ b/crates/cervo-cli/python/loadtest.py
@@ -0,0 +1,202 @@
+#!python3.11
+import contextlib
+import copyreg
+import io
+import multiprocessing
+import queue
+import random
+import statistics
+import struct
+import threading
+import time
+# no judging
+from concurrent.futures import ProcessPoolExecutor as ThreadPoolExecutor
+from concurrent.futures import ThreadPoolExecutor as TPE
+from dataclasses import dataclass
+# from multiprocessing import Pool as ThreadPoolExecutor
+from multiprocessing import reduction
+
+multiprocessing.set_start_method("fork", True)
+
+PROCS = 240
+SCALE = 1
+ctx = multiprocessing.get_context()
+barrier = ctx.Barrier(PROCS + 1)
+import request_capnp
+
+
+def build_request(batch_size, input_key_to_shape, offset):
+    message = request_capnp.Request.new_message()
+    message.seq = offset
+
+    batch_members = message.init("data", batch_size)
+    for i in range(batch_size):
+        batch_member = batch_members[i]
+        batch_member.identity = i
+
+        lists = batch_member.init("dataLists", len(input_key_to_shape))
+
+        for i, (key, shape) in enumerate(input_key_to_shape.items()):
+            data = lists[i]
+            data.name = key
+            shape_data = data.init("shape", len(shape))
+            shape_prod = 1
+
+            for idx, dim in enumerate(shape):
+                shape_prod *= dim
+                shape_data[idx] = dim
+
+            items = data.init("values", shape_prod)
+
+            for i in range(shape_prod):
+                items[i] = random.random()
+
+    return message.to_bytes_packed()
+
+
+@dataclass
+class Args:
+    host: str
+    port: int
+
+    batch_size: int
+    input_key_to_shape: dict[str, tuple[int, ...]]
+
+    count: int
+    models_per_proc: int
+
+    def argparse():
+        import argparse
+
+        parser = argparse.ArgumentParser()
+        parser.add_argument("--host", type=str, default="127.0.0.1")
+        parser.add_argument("--port", type=int, default=11223)
+
+        parser.add_argument("--batch-size", type=int, required=True)
+        parser.add_argument("--input-key-to-shape", type=str, nargs="+", required=True)
+        parser.add_argument("--count", type=int, default=1)
+        parser.add_argument("--models-per-proc", type=int, default=1)
+        parsed = parser.parse_args()
+
+        input_key_to_shape = {}
+        for pair in parsed.input_key_to_shape:
+            key, shape = pair.split(":")
+            input_key_to_shape[key] = tuple(map(int, shape.split(",")))
+
+        return Args(
+            host=parsed.host,
+            port=parsed.port,
+            batch_size=parsed.batch_size,
+            input_key_to_shape=input_key_to_shape,
+            count=parsed.count,
+            models_per_proc=parsed.models_per_proc,
+        )
+
+
+def submitter(address, batch_size, input_key_to_shape, count, model_count):
+    import requests
+
+    total_count = 0
+    request = [
+        build_request(n, input_key_to_shape, offset=count)
+        for n in range(1, batch_size + 1)
+    ]
+
+    session = requests.Session()
+    times = []
+    doit = lambda r: session.post(address, data=r)
+    total_requests = 0
+    sleep_target = 1 / (15 * model_count) - 0.001
+
+    barrier.wait()
+    start = time.perf_counter()
+
+    try:
+        for it in range(count * model_count):
+            rs = time.perf_counter()
+            doit(request[it % batch_size])
+            re = time.perf_counter()
+            elapsed = re - rs
+            times.append(elapsed * 1000)
+            total_count += (it % batch_size) + 1
+            total_requests += 1
+            time.sleep(max(0, sleep_target - (time.perf_counter() - rs)))
+    except e:
+        print(e, flush=True)
+
+    end = time.perf_counter()
+    elapsed = end - start
+    return (elapsed, total_count, times, total_requests / elapsed)
+
+
+def main(args: Args):
+    address = [f"http://{args.host}:{args.port + i}/" for i in range(4)]
+
+    with ThreadPoolExecutor(PROCS, mp_context=ctx) as executor:
+        futs = [
+            executor.submit(
+                submitter,
+                address[i % len(address)],
+                args.batch_size,
+                args.input_key_to_shape,
+                args.count
+                // (args.batch_size * (PROCS * SCALE) * args.models_per_proc),
+                args.models_per_proc,
+            )
+            for i in range(PROCS)
+        ]
+
+        for i in range(100):
+            time.sleep(0.1)
+            if barrier.n_waiting == PROCS:
+                barrier.wait()
+                break
+
+        start = time.perf_counter()
+        all_times = []
+        es = []
+        requests_per_second = []
+        count = 0
+        for f in futs:
+            elapsed, total, times, rps = f.result()
+            requests_per_second.append(rps)
+            es.append(elapsed)
+            count += total
+            all_times.extend(times)
+
+        end = time.perf_counter()
+
+    rate = count / (end - start)
+    print(f"Total time: {end - start}")
+    print(f"Total count: {count}")
+    print(f"Average time: {(end - start) / count}")
+    print(f"Average rate: {rate}")
+
+    dist = statistics.NormalDist.from_samples(all_times)
+    print(
+        f"Distribution: mean={dist.mean:.1f} ms, mode={dist.mode:.1f}ms, stdev={dist.stdev:.1f}ms^2"
+    )
+    print(
+        f"              median={dist.median:.1f} ms, max={max(all_times):.1f}ms, min={min(all_times):.1f}ms"
+    )
+    batch_size = 1.5
+
+    request = build_request(1, args.input_key_to_shape, 0) + build_request(
+        2, args.input_key_to_shape, 0
+    )
+
+    print(f"Emulated {PROCS * SCALE} servers sending data every frame.")
+    print(
+        f"At {args.models_per_proc * batch_size} agents per server, 15 Hz, with {args.models_per_proc} different brains, we expected {args.models_per_proc * batch_size * PROCS * SCALE * 15} samples per second to be handled."
+    )
+    print(
+        f"Each message was {len(request) / 2} bytes, which means we sent {rate * len(request) / 2 * 8 / 1_000_000:.1f} MBit/second"
+    )
+    print(
+        f"Average rps: {sum(requests_per_second)/ len(requests_per_second)}, {max(requests_per_second)}, {min(requests_per_second)}"
+    )
+    print(f"Average es: {sum(es)/ len(es)}, {max(es)}, {min(es)}")
+
+
+if __name__ == "__main__":
+    main(Args.argparse())
diff --git a/crates/cervo-cli/python/request.capnp b/crates/cervo-cli/python/request.capnp
new file mode 100644
index 0000000..3732d1b
--- /dev/null
+++ b/crates/cervo-cli/python/request.capnp
@@ -0,0 +1,22 @@
+@0xc2577ac7dec0b7dc;
+
+struct NamedFloatList {
+  name   @0 :Text;
+  shape  @1 :List(UInt16);
+  values @2 :List(Float32);
+}
+
+struct DataInstance {
+   identity    @0 :UInt64;
+   dataLists @1 :List(NamedFloatList);
+}
+
+struct Response {
+  seq  @0 :UInt64;
+  data @1 :List(DataInstance);
+}
+
+struct Request {
+  seq  @0 :UInt64;
+  data @1 :List(DataInstance);
+}
diff --git a/crates/cervo-cli/python/request_capnp.py b/crates/cervo-cli/python/request_capnp.py
new file mode 100644
index 0000000..45bc3b9
--- /dev/null
+++ b/crates/cervo-cli/python/request_capnp.py
@@ -0,0 +1,21 @@
+"""This is an automatically generated stub for `request.capnp`."""
+import os
+
+import capnp  # type: ignore
+
+capnp.remove_import_hook()
+here = os.path.dirname(os.path.abspath(__file__))
+module_file = os.path.abspath(os.path.join(here, "request.capnp"))
+module = capnp.load(module_file)  # pylint: disable=no-member
+NamedFloatList = module.NamedFloatList
+NamedFloatListBuilder = NamedFloatList
+NamedFloatListReader = NamedFloatList
+DataInstance = module.DataInstance
+DataInstanceBuilder = DataInstance
+DataInstanceReader = DataInstance
+Response = module.Response
+ResponseBuilder = Response
+ResponseReader = Response
+Request = module.Request
+RequestBuilder = Request
+RequestReader = Request
diff --git a/crates/cervo-cli/python/request_capnp.pyi b/crates/cervo-cli/python/request_capnp.pyi
new file mode 100644
index 0000000..57b7848
--- /dev/null
+++ b/crates/cervo-cli/python/request_capnp.pyi
@@ -0,0 +1,141 @@
+"""This is an automatically generated stub for `request.capnp`."""
+from __future__ import annotations
+
+from contextlib import contextmanager
+from io import BufferedWriter
+from typing import Iterator, Sequence
+
+class NamedFloatList:
+    name: str
+    shape: Sequence[int]
+    values: Sequence[float]
+    @staticmethod
+    @contextmanager
+    def from_bytes(
+        data: bytes, traversal_limit_in_words: int | None = ..., nesting_limit: int | None = ...
+    ) -> Iterator[NamedFloatListReader]: ...
+    @staticmethod
+    def from_bytes_packed(
+        data: bytes, traversal_limit_in_words: int | None = ..., nesting_limit: int | None = ...
+    ) -> NamedFloatListReader: ...
+    @staticmethod
+    def new_message() -> NamedFloatListBuilder: ...
+    def to_dict(self) -> dict: ...
+
+class NamedFloatListReader(NamedFloatList):
+    def as_builder(self) -> NamedFloatListBuilder: ...
+
+class NamedFloatListBuilder(NamedFloatList):
+    @staticmethod
+    def from_dict(dictionary: dict) -> NamedFloatListBuilder: ...
+    def copy(self) -> NamedFloatListBuilder: ...
+    def to_bytes(self) -> bytes: ...
+    def to_bytes_packed(self) -> bytes: ...
+    def to_segments(self) -> list[bytes]: ...
+    def as_reader(self) -> NamedFloatListReader: ...
+    @staticmethod
+    def write(file: BufferedWriter) -> None: ...
+    @staticmethod
+    def write_packed(file: BufferedWriter) -> None: ...
+
+class DataInstance:
+    identity: int
+    dataLists: Sequence[NamedFloatList | NamedFloatListBuilder | NamedFloatListReader]
+    @staticmethod
+    @contextmanager
+    def from_bytes(
+        data: bytes, traversal_limit_in_words: int | None = ..., nesting_limit: int | None = ...
+    ) -> Iterator[DataInstanceReader]: ...
+    @staticmethod
+    def from_bytes_packed(
+        data: bytes, traversal_limit_in_words: int | None = ..., nesting_limit: int | None = ...
+    ) -> DataInstanceReader: ...
+    @staticmethod
+    def new_message() -> DataInstanceBuilder: ...
+    def to_dict(self) -> dict: ...
+
+class DataInstanceReader(DataInstance):
+    dataLists: Sequence[NamedFloatListReader]
+    def as_builder(self) -> DataInstanceBuilder: ...
+
+class DataInstanceBuilder(DataInstance):
+    dataLists: Sequence[NamedFloatList | NamedFloatListBuilder | NamedFloatListReader]
+    @staticmethod
+    def from_dict(dictionary: dict) -> DataInstanceBuilder: ...
+    def copy(self) -> DataInstanceBuilder: ...
+    def to_bytes(self) -> bytes: ...
+    def to_bytes_packed(self) -> bytes: ...
+    def to_segments(self) -> list[bytes]: ...
+    def as_reader(self) -> DataInstanceReader: ...
+    @staticmethod
+    def write(file: BufferedWriter) -> None: ...
+    @staticmethod
+    def write_packed(file: BufferedWriter) -> None: ...
+
+class Response:
+    seq: int
+    data: Sequence[DataInstance | DataInstanceBuilder | DataInstanceReader]
+    @staticmethod
+    @contextmanager
+    def from_bytes(
+        data: bytes, traversal_limit_in_words: int | None = ..., nesting_limit: int | None = ...
+    ) -> Iterator[ResponseReader]: ...
+    @staticmethod
+    def from_bytes_packed(
+        data: bytes, traversal_limit_in_words: int | None = ..., nesting_limit: int | None = ...
+    ) -> ResponseReader: ...
+    @staticmethod
+    def new_message() -> ResponseBuilder: ...
+    def to_dict(self) -> dict: ...
+
+class ResponseReader(Response):
+    data: Sequence[DataInstanceReader]
+    def as_builder(self) -> ResponseBuilder: ...
+
+class ResponseBuilder(Response):
+    data: Sequence[DataInstance | DataInstanceBuilder | DataInstanceReader]
+    @staticmethod
+    def from_dict(dictionary: dict) -> ResponseBuilder: ...
+    def copy(self) -> ResponseBuilder: ...
+    def to_bytes(self) -> bytes: ...
+    def to_bytes_packed(self) -> bytes: ...
+    def to_segments(self) -> list[bytes]: ...
+    def as_reader(self) -> ResponseReader: ...
+    @staticmethod
+    def write(file: BufferedWriter) -> None: ...
+    @staticmethod
+    def write_packed(file: BufferedWriter) -> None: ...
+
+class Request:
+    seq: int
+    data: Sequence[DataInstance | DataInstanceBuilder | DataInstanceReader]
+    @staticmethod
+    @contextmanager
+    def from_bytes(
+        data: bytes, traversal_limit_in_words: int | None = ..., nesting_limit: int | None = ...
+    ) -> Iterator[RequestReader]: ...
+    @staticmethod
+    def from_bytes_packed(
+        data: bytes, traversal_limit_in_words: int | None = ..., nesting_limit: int | None = ...
+    ) -> RequestReader: ...
+    @staticmethod
+    def new_message() -> RequestBuilder: ...
+    def to_dict(self) -> dict: ...
+
+class RequestReader(Request):
+    data: Sequence[DataInstanceReader]
+    def as_builder(self) -> RequestBuilder: ...
+
+class RequestBuilder(Request):
+    data: Sequence[DataInstance | DataInstanceBuilder | DataInstanceReader]
+    @staticmethod
+    def from_dict(dictionary: dict) -> RequestBuilder: ...
+    def copy(self) -> RequestBuilder: ...
+    def to_bytes(self) -> bytes: ...
+    def to_bytes_packed(self) -> bytes: ...
+    def to_segments(self) -> list[bytes]: ...
+    def as_reader(self) -> RequestReader: ...
+    @staticmethod
+    def write(file: BufferedWriter) -> None: ...
+    @staticmethod
+    def write_packed(file: BufferedWriter) -> None: ...
diff --git a/crates/cervo-cli/src/commands.rs b/crates/cervo-cli/src/commands.rs
index 478ab0e..3fcab26 100644
--- a/crates/cervo-cli/src/commands.rs
+++ b/crates/cervo-cli/src/commands.rs
@@ -15,6 +15,8 @@ mod benchmark;
 mod describe;
 mod package;
 mod run;
+#[cfg(feature = "serve")]
+mod serve;
 mod to_nnef;
 
 /// The command to run.
@@ -27,6 +29,8 @@ pub(crate) enum Command {
     Describe(describe::DescribeArgs),
     Benchmark(benchmark::Args),
     Run(run::Args),
+    #[cfg(feature = "serve")]
+    Serve(serve::Args),
 }
 
 pub(crate) fn run(command: Command) -> Result<()> {
@@ -38,5 +42,7 @@ pub(crate) fn run(command: Command) -> Result<()> {
         Command::Package(config) => package::package(config),
         Command::Benchmark(config) => benchmark::run(config),
         Command::Run(config) => run::run(config),
+        #[cfg(feature = "serve")]
+        Command::Serve(config) => serve::serve(config),
     }
 }
diff --git a/crates/cervo-cli/src/commands/serve.rs b/crates/cervo-cli/src/commands/serve.rs
new file mode 100644
index 0000000..a876e9d
--- /dev/null
+++ b/crates/cervo-cli/src/commands/serve.rs
@@ -0,0 +1,366 @@
+use anyhow::{bail, Result};
+use cervo::asset::AssetData;
+use cervo::core::inferer::{InfererBuilder, InfererProvider};
+use cervo::core::prelude::{Inferer, State};
+use clap::Parser;
+use std::str::FromStr;
+use std::sync::{Arc, Condvar, Mutex};
+use std::{fs::File, path::PathBuf};
+
+mod request_capnp;
+
+pub struct Semaphore {
+    condvar: Condvar,
+    queue: Mutex<usize>,
+}
+
+pub struct Permit<'a> {
+    pool: &'a Semaphore,
+}
+
+pub struct OwnedPermit {
+    pool: Arc<Semaphore>,
+}
+
+impl OwnedPermit {
+    pub fn acquire(pool: Arc<Semaphore>) -> Self {
+        std::mem::forget(pool.acquire());
+
+        OwnedPermit { pool }
+    }
+
+    pub fn try_acquire(pool: Arc<Semaphore>) -> Option<Self> {
+        let maybe_permit = pool.try_acquire();
+
+        if maybe_permit.is_some() {
+            std::mem::forget(maybe_permit);
+            Some(OwnedPermit { pool })
+        } else {
+            None
+        }
+    }
+}
+
+impl Drop for OwnedPermit {
+    fn drop(&mut self) {
+        self.pool.release();
+    }
+}
+
+impl Semaphore {
+    pub fn new(initial: usize) -> Self {
+        Semaphore {
+            queue: Mutex::new(initial),
+            condvar: Condvar::new(),
+        }
+    }
+
+    pub fn try_acquire(&self) -> Option<Permit<'_>> {
+        let mut guard = self.queue.lock().unwrap();
+        if *guard == 0 {
+            return None;
+        }
+
+        *guard -= 1;
+
+        Some(Permit { pool: self })
+    }
+
+    pub fn acquire(&self) -> Permit<'_> {
+        let mut item = self
+            .condvar
+            .wait_while(self.queue.lock().unwrap(), |counter| *counter == 0)
+            .unwrap();
+
+        *item -= 1;
+
+        Permit { pool: self }
+    }
+
+    pub fn release(&self) {
+        let mut guard = self.queue.lock().unwrap();
+        *guard += 1;
+        self.condvar.notify_one();
+    }
+}
+
+impl Drop for Permit<'_> {
+    fn drop(&mut self) {
+        self.pool.release();
+    }
+}
+
+#[derive(Clone, Copy, Parser, Debug, Default)]
+pub enum InfererMode {
+    Simple,
+    Fixed,
+    #[default]
+    Memoizing,
+}
+
+impl FromStr for InfererMode {
+    type Err = String;
+
+    fn from_str(s: &str) -> Result<Self, Self::Err> {
+        match s {
+            "simple" => Ok(InfererMode::Simple),
+            "fixed" => Ok(InfererMode::Fixed),
+            "memoizing" => Ok(InfererMode::Memoizing),
+            _ => Err(format!("unknown inferer mode: {}", s)),
+        }
+    }
+}
+
+impl InfererMode {
+    fn from_model<I: InfererProvider>(
+        self,
+        model: InfererBuilder<I>,
+        maybe_batch_size: Option<usize>,
+    ) -> Result<Box<dyn Inferer>> {
+        let boxed: Box<dyn Inferer> = match self {
+            InfererMode::Simple => Box::new(model.build_basic()?),
+            InfererMode::Fixed => Box::new(model.build_fixed(&[
+                maybe_batch_size.expect("must provide batch size when using a fixed batcher"),
+            ])?),
+            InfererMode::Memoizing => Box::new(model.build_memoizing(&[])?),
+        };
+
+        Ok(boxed)
+    }
+}
+/// Run a model once.
+#[derive(Parser, Debug)]
+#[clap()]
+pub(crate) struct Args {
+    /// The model file to use - ONNX, NNEF or CRVO format.
+    file: PathBuf,
+
+    /// An epsilon key to randomize noise.
+    #[clap(short, long)]
+    with_epsilon: Option<String>,
+
+    #[clap(short, long)]
+    inferer_mode: InfererMode,
+
+    #[clap(short, long, default_value = None)]
+    maybe_batch_size: Option<usize>,
+
+    #[clap(short, long, default_value = "11223")]
+    port: u16,
+
+    #[clap(short, long, default_value = "8")]
+    threads: u16,
+
+    #[clap(long, default_value = "0.0.0.0")]
+    host: String,
+}
+
+pub(super) fn serve(config: Args) -> Result<()> {
+    let mut reader = File::open(&config.file)?;
+    let inferer = if cervo::nnef::is_nnef_tar(&config.file) {
+        config
+            .inferer_mode
+            .from_model(cervo::nnef::builder(&mut reader), config.maybe_batch_size)?
+    } else {
+        match config.file.extension().and_then(|ext| ext.to_str()) {
+            Some("onnx") => config
+                .inferer_mode
+                .from_model(cervo::onnx::builder(&mut reader), config.maybe_batch_size)?,
+            Some("crvo") => config.inferer_mode.from_model(
+                InfererBuilder::new(AssetData::deserialize(&mut reader)?),
+                config.maybe_batch_size,
+            )?,
+            Some(other) => bail!("unknown file type {:?}", other),
+            None => bail!("missing file extension {:?}", config.file),
+        }
+    };
+
+    serve_inner(inferer, config.host, config.port, config.threads)
+}
+
+fn serve_inner(model: Box<dyn Inferer>, host: String, port: u16, threads: u16) -> Result<()> {
+    use tiny_http::{Response, Server};
+
+    fn run_server(
+        server: Arc<Server>,
+        _tx: std::sync::mpsc::Sender<(tiny_http::Request, Vec<u8>)>,
+        model: Arc<Box<dyn Inferer>>,
+        semaphore: Arc<Semaphore>,
+    ) -> Result<()> {
+        let mut batch = cervo::core::batcher::Batcher::new(model.as_ref());
+        let mut responders: Vec<(tiny_http::Request, Vec<u64>)> = vec![];
+        loop {
+            match server.try_recv() {
+                Err(e) => {
+                    eprintln!("Error: {:?}", e);
+                }
+                Ok(None) => {
+                    if batch.is_empty() {
+                        continue;
+                    }
+
+                    let Some(permit) = OwnedPermit::try_acquire(semaphore.clone()) else {
+                        continue;
+                    };
+
+                    let responders = std::mem::take(&mut responders);
+                    let mut batch = std::mem::replace(
+                        &mut batch,
+                        cervo::core::batcher::Batcher::new(model.as_ref()),
+                    );
+                    let model = model.clone();
+
+                    let semaphore = semaphore.clone();
+                    std::thread::spawn(move || {
+                        let mut result = batch.execute(model.as_ref()).unwrap();
+
+                        for (request, ids) in responders {
+                            let mut message = capnp::message::Builder::new_default();
+                            {
+                                let response =
+                                    message.init_root::<request_capnp::response::Builder<'_>>();
+
+                                let mut data_instances = response.init_data(ids.len() as _);
+                                for (idx, id) in ids.into_iter().enumerate() {
+                                    let mut instance = data_instances.reborrow().get(idx as _);
+                                    instance.set_identity(id as _);
+                                    let response = result.remove(&(id as u64)).unwrap();
+
+                                    let mut dls =
+                                        instance.init_data_lists(response.data.len() as _);
+
+                                    for (index, (key, value)) in
+                                        response.data.into_iter().enumerate()
+                                    {
+                                        let mut data_list = dls.reborrow().get(index as _);
+                                        data_list.set_name(key);
+                                        data_list.set_values(&value[..])?;
+                                    }
+                                }
+                            };
+                            let data = message.get_segments_for_output();
+                            let mut buf = vec![];
+
+                            match data {
+                                capnp::OutputSegments::SingleSegment(d) => {
+                                    buf.extend(d[0]);
+                                }
+                                capnp::OutputSegments::MultiSegment(s) => {
+                                    for d in s {
+                                        buf.extend(d);
+                                    }
+                                }
+                            }
+
+                            let response = Response::from_data(buf);
+                            request.respond(response)?;
+                        }
+
+                        drop(permit);
+                        Ok::<_, anyhow::Error>(())
+                    });
+                }
+                Ok(Some(mut request)) => {
+                    use capnp::serialize_packed;
+
+                    let mut buf = vec![];
+
+                    request.as_reader().read_to_end(&mut buf)?;
+                    let reader =
+                        serialize_packed::read_message(&buf[..], Default::default()).unwrap();
+                    let data = reader
+                        .get_root::<'_, request_capnp::request::Reader<'_>>()
+                        .unwrap();
+
+                    let mut responder_ids = vec![];
+
+                    for instance in data.get_data().unwrap() {
+                        let mut state = State::empty();
+                        for datalist in instance.get_data_lists().unwrap() {
+                            let input = datalist.get_values()?;
+                            let key = datalist.get_name()?;
+
+                            state
+                                .data
+                                .insert(key.to_str()?, input.as_slice().unwrap().to_vec());
+                        }
+
+                        let id = batch.len() as u64;
+                        batch.push(id, state)?;
+                        responder_ids.push(id);
+                    }
+                    responders.push((request, responder_ids));
+
+                    if batch.len() >= 12 {
+                        let mut result = batch.execute(model.as_ref()).unwrap();
+
+                        for (request, ids) in responders.drain(..) {
+                            let mut message = capnp::message::Builder::new_default();
+                            {
+                                let response =
+                                    message.init_root::<request_capnp::response::Builder<'_>>();
+
+                                let mut data_instances = response.init_data(ids.len() as _);
+                                for (idx, id) in ids.into_iter().enumerate() {
+                                    let mut instance = data_instances.reborrow().get(idx as _);
+                                    instance.set_identity(id as _);
+                                    let response = result.remove(&(id as u64)).unwrap();
+
+                                    let mut dls =
+                                        instance.init_data_lists(response.data.len() as _);
+
+                                    for (index, (key, value)) in
+                                        response.data.into_iter().enumerate()
+                                    {
+                                        let mut data_list = dls.reborrow().get(index as _);
+                                        data_list.set_name(key);
+                                        data_list.set_values(&value[..])?;
+                                    }
+                                }
+                            };
+                            let data = message.get_segments_for_output();
+                            buf.clear();
+
+                            match data {
+                                capnp::OutputSegments::SingleSegment(d) => {
+                                    buf.extend(d[0]);
+                                }
+                                capnp::OutputSegments::MultiSegment(s) => {
+                                    for d in s {
+                                        buf.extend(d);
+                                    }
+                                }
+                            }
+
+                            let response = Response::from_data(&buf[..]);
+                            request.respond(response)?;
+                        }
+                    }
+                }
+            }
+        }
+    }
+
+    let (tx, _rx) = std::sync::mpsc::channel();
+    let model = Arc::new(model);
+    let addr = format!("{}:{}", host, port);
+    let server = Server::http(addr).unwrap();
+
+    let semaphore = Arc::new(Semaphore::new(12));
+
+    let server = Arc::new(server);
+
+    for _ in 0..threads {
+        let server = server.clone();
+        let tx = tx.clone();
+        let model = model.clone();
+        let semaphore = semaphore.clone();
+        std::thread::spawn(move || {
+            run_server(server, tx, model, semaphore).unwrap();
+        });
+    }
+
+    run_server(server, tx, model, semaphore).unwrap();
+
+    Ok(())
+}
diff --git a/crates/cervo-cli/src/commands/serve/request_capnp.rs b/crates/cervo-cli/src/commands/serve/request_capnp.rs
new file mode 100644
index 0000000..d73c0ac
--- /dev/null
+++ b/crates/cervo-cli/src/commands/serve/request_capnp.rs
@@ -0,0 +1,1016 @@
+// @generated by the capnpc-rust plugin to the Cap'n Proto schema compiler.
+// DO NOT EDIT.
+// source: request.capnp
+
+
+pub mod named_float_list {
+  #[derive(Copy, Clone)]
+  pub struct Owned(());
+  impl ::capnp::introspect::Introspect for Owned { fn introspect() -> ::capnp::introspect::Type { ::capnp::introspect::TypeVariant::Struct(::capnp::introspect::RawBrandedStructSchema { generic: &_private::RAW_SCHEMA, field_types: _private::get_field_types, annotation_types: _private::get_annotation_types }).into() } }
+  impl ::capnp::traits::Owned for Owned { type Reader<'a> = Reader<'a>; type Builder<'a> = Builder<'a>; }
+  impl ::capnp::traits::OwnedStruct for Owned { type Reader<'a> = Reader<'a>; type Builder<'a> = Builder<'a>; }
+  impl ::capnp::traits::Pipelined for Owned { type Pipeline = Pipeline; }
+
+  pub struct Reader<'a> { reader: ::capnp::private::layout::StructReader<'a> }
+  impl <'a,> ::core::marker::Copy for Reader<'a,>  {}
+  impl <'a,> ::core::clone::Clone for Reader<'a,>  {
+    fn clone(&self) -> Self { *self }
+  }
+
+  impl <'a,> ::capnp::traits::HasTypeId for Reader<'a,>  {
+    const TYPE_ID: u64 = _private::TYPE_ID;
+  }
+  impl <'a,> ::core::convert::From<::capnp::private::layout::StructReader<'a>> for Reader<'a,>  {
+    fn from(reader: ::capnp::private::layout::StructReader<'a>) -> Self {
+      Self { reader,  }
+    }
+  }
+
+  impl <'a,> ::core::convert::From<Reader<'a,>> for ::capnp::dynamic_value::Reader<'a>  {
+    fn from(reader: Reader<'a,>) -> Self {
+      Self::Struct(::capnp::dynamic_struct::Reader::new(reader.reader, ::capnp::schema::StructSchema::new(::capnp::introspect::RawBrandedStructSchema { generic: &_private::RAW_SCHEMA, field_types: _private::get_field_types::<>, annotation_types: _private::get_annotation_types::<>})))
+    }
+  }
+
+  impl <'a,> ::core::fmt::Debug for Reader<'a,>  {
+    fn fmt(&self, f: &mut ::core::fmt::Formatter<'_>) -> ::core::result::Result<(), ::core::fmt::Error> {
+      core::fmt::Debug::fmt(&::core::convert::Into::<::capnp::dynamic_value::Reader<'_>>::into(*self), f)
+    }
+  }
+
+  impl <'a,> ::capnp::traits::FromPointerReader<'a> for Reader<'a,>  {
+    fn get_from_pointer(reader: &::capnp::private::layout::PointerReader<'a>, default: ::core::option::Option<&'a [::capnp::Word]>) -> ::capnp::Result<Self> {
+      ::core::result::Result::Ok(reader.get_struct(default)?.into())
+    }
+  }
+
+  impl <'a,> ::capnp::traits::IntoInternalStructReader<'a> for Reader<'a,>  {
+    fn into_internal_struct_reader(self) -> ::capnp::private::layout::StructReader<'a> {
+      self.reader
+    }
+  }
+
+  impl <'a,> ::capnp::traits::Imbue<'a> for Reader<'a,>  {
+    fn imbue(&mut self, cap_table: &'a ::capnp::private::layout::CapTable) {
+      self.reader.imbue(::capnp::private::layout::CapTableReader::Plain(cap_table))
+    }
+  }
+
+  impl <'a,> Reader<'a,>  {
+    pub fn reborrow(&self) -> Reader<'_,> {
+      Self { .. *self }
+    }
+
+    pub fn total_size(&self) -> ::capnp::Result<::capnp::MessageSize> {
+      self.reader.total_size()
+    }
+    #[inline]
+    pub fn get_name(self) -> ::capnp::Result<::capnp::text::Reader<'a>> {
+      ::capnp::traits::FromPointerReader::get_from_pointer(&self.reader.get_pointer_field(0), ::core::option::Option::None)
+    }
+    #[inline]
+    pub fn has_name(&self) -> bool {
+      !self.reader.get_pointer_field(0).is_null()
+    }
+    #[inline]
+    pub fn get_shape(self) -> ::capnp::Result<::capnp::primitive_list::Reader<'a,u16>> {
+      ::capnp::traits::FromPointerReader::get_from_pointer(&self.reader.get_pointer_field(1), ::core::option::Option::None)
+    }
+    #[inline]
+    pub fn has_shape(&self) -> bool {
+      !self.reader.get_pointer_field(1).is_null()
+    }
+    #[inline]
+    pub fn get_values(self) -> ::capnp::Result<::capnp::primitive_list::Reader<'a,f32>> {
+      ::capnp::traits::FromPointerReader::get_from_pointer(&self.reader.get_pointer_field(2), ::core::option::Option::None)
+    }
+    #[inline]
+    pub fn has_values(&self) -> bool {
+      !self.reader.get_pointer_field(2).is_null()
+    }
+  }
+
+  pub struct Builder<'a> { builder: ::capnp::private::layout::StructBuilder<'a> }
+  impl <'a,> ::capnp::traits::HasStructSize for Builder<'a,>  {
+    const STRUCT_SIZE: ::capnp::private::layout::StructSize = ::capnp::private::layout::StructSize { data: 0, pointers: 3 };
+  }
+  impl <'a,> ::capnp::traits::HasTypeId for Builder<'a,>  {
+    const TYPE_ID: u64 = _private::TYPE_ID;
+  }
+  impl <'a,> ::core::convert::From<::capnp::private::layout::StructBuilder<'a>> for Builder<'a,>  {
+    fn from(builder: ::capnp::private::layout::StructBuilder<'a>) -> Self {
+      Self { builder,  }
+    }
+  }
+
+  impl <'a,> ::core::convert::From<Builder<'a,>> for ::capnp::dynamic_value::Builder<'a>  {
+    fn from(builder: Builder<'a,>) -> Self {
+      Self::Struct(::capnp::dynamic_struct::Builder::new(builder.builder, ::capnp::schema::StructSchema::new(::capnp::introspect::RawBrandedStructSchema { generic: &_private::RAW_SCHEMA, field_types: _private::get_field_types::<>, annotation_types: _private::get_annotation_types::<>})))
+    }
+  }
+
+  impl <'a,> ::capnp::traits::ImbueMut<'a> for Builder<'a,>  {
+    fn imbue_mut(&mut self, cap_table: &'a mut ::capnp::private::layout::CapTable) {
+      self.builder.imbue(::capnp::private::layout::CapTableBuilder::Plain(cap_table))
+    }
+  }
+
+  impl <'a,> ::capnp::traits::FromPointerBuilder<'a> for Builder<'a,>  {
+    fn init_pointer(builder: ::capnp::private::layout::PointerBuilder<'a>, _size: u32) -> Self {
+      builder.init_struct(<Self as ::capnp::traits::HasStructSize>::STRUCT_SIZE).into()
+    }
+    fn get_from_pointer(builder: ::capnp::private::layout::PointerBuilder<'a>, default: ::core::option::Option<&'a [::capnp::Word]>) -> ::capnp::Result<Self> {
+      ::core::result::Result::Ok(builder.get_struct(<Self as ::capnp::traits::HasStructSize>::STRUCT_SIZE, default)?.into())
+    }
+  }
+
+  impl <'a,> ::capnp::traits::SetterInput<Owned<>> for Reader<'a,>  {
+    fn set_pointer_builder(mut pointer: ::capnp::private::layout::PointerBuilder<'_>, value: Self, canonicalize: bool) -> ::capnp::Result<()> { pointer.set_struct(&value.reader, canonicalize) }
+  }
+
+  impl <'a,> Builder<'a,>  {
+    pub fn into_reader(self) -> Reader<'a,> {
+      self.builder.into_reader().into()
+    }
+    pub fn reborrow(&mut self) -> Builder<'_,> {
+      Builder { builder: self.builder.reborrow() }
+    }
+    pub fn reborrow_as_reader(&self) -> Reader<'_,> {
+      self.builder.as_reader().into()
+    }
+
+    pub fn total_size(&self) -> ::capnp::Result<::capnp::MessageSize> {
+      self.builder.as_reader().total_size()
+    }
+    #[inline]
+    pub fn get_name(self) -> ::capnp::Result<::capnp::text::Builder<'a>> {
+      ::capnp::traits::FromPointerBuilder::get_from_pointer(self.builder.get_pointer_field(0), ::core::option::Option::None)
+    }
+    #[inline]
+    pub fn set_name(&mut self, value: impl ::capnp::traits::SetterInput<::capnp::text::Owned>)  {
+      ::capnp::traits::SetterInput::set_pointer_builder(self.builder.reborrow().get_pointer_field(0), value, false).unwrap()
+    }
+    #[inline]
+    pub fn init_name(self, size: u32) -> ::capnp::text::Builder<'a> {
+      self.builder.get_pointer_field(0).init_text(size)
+    }
+    #[inline]
+    pub fn has_name(&self) -> bool {
+      !self.builder.is_pointer_field_null(0)
+    }
+    #[inline]
+    pub fn get_shape(self) -> ::capnp::Result<::capnp::primitive_list::Builder<'a,u16>> {
+      ::capnp::traits::FromPointerBuilder::get_from_pointer(self.builder.get_pointer_field(1), ::core::option::Option::None)
+    }
+    #[inline]
+    pub fn set_shape(&mut self, value: impl ::capnp::traits::SetterInput<::capnp::primitive_list::Owned<u16>>) -> ::capnp::Result<()> {
+      ::capnp::traits::SetterInput::set_pointer_builder(self.builder.reborrow().get_pointer_field(1), value, false)
+    }
+    #[inline]
+    pub fn init_shape(self, size: u32) -> ::capnp::primitive_list::Builder<'a,u16> {
+      ::capnp::traits::FromPointerBuilder::init_pointer(self.builder.get_pointer_field(1), size)
+    }
+    #[inline]
+    pub fn has_shape(&self) -> bool {
+      !self.builder.is_pointer_field_null(1)
+    }
+    #[inline]
+    pub fn get_values(self) -> ::capnp::Result<::capnp::primitive_list::Builder<'a,f32>> {
+      ::capnp::traits::FromPointerBuilder::get_from_pointer(self.builder.get_pointer_field(2), ::core::option::Option::None)
+    }
+    #[inline]
+    pub fn set_values(&mut self, value: impl ::capnp::traits::SetterInput<::capnp::primitive_list::Owned<f32>>) -> ::capnp::Result<()> {
+      ::capnp::traits::SetterInput::set_pointer_builder(self.builder.reborrow().get_pointer_field(2), value, false)
+    }
+    #[inline]
+    pub fn init_values(self, size: u32) -> ::capnp::primitive_list::Builder<'a,f32> {
+      ::capnp::traits::FromPointerBuilder::init_pointer(self.builder.get_pointer_field(2), size)
+    }
+    #[inline]
+    pub fn has_values(&self) -> bool {
+      !self.builder.is_pointer_field_null(2)
+    }
+  }
+
+  pub struct Pipeline { _typeless: ::capnp::any_pointer::Pipeline }
+  impl ::capnp::capability::FromTypelessPipeline for Pipeline {
+    fn new(typeless: ::capnp::any_pointer::Pipeline) -> Self {
+      Self { _typeless: typeless,  }
+    }
+  }
+  impl Pipeline  {
+  }
+  mod _private {
+    pub static ENCODED_NODE: [::capnp::Word; 71] = [
+      ::capnp::word(0, 0, 0, 0, 5, 0, 6, 0),
+      ::capnp::word(105, 126, 175, 133, 102, 232, 64, 197),
+      ::capnp::word(14, 0, 0, 0, 1, 0, 0, 0),
+      ::capnp::word(220, 183, 192, 222, 199, 122, 87, 194),
+      ::capnp::word(3, 0, 7, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(21, 0, 0, 0, 234, 0, 0, 0),
+      ::capnp::word(33, 0, 0, 0, 7, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(29, 0, 0, 0, 175, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(114, 101, 113, 117, 101, 115, 116, 46),
+      ::capnp::word(99, 97, 112, 110, 112, 58, 78, 97),
+      ::capnp::word(109, 101, 100, 70, 108, 111, 97, 116),
+      ::capnp::word(76, 105, 115, 116, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 1, 0, 1, 0),
+      ::capnp::word(12, 0, 0, 0, 3, 0, 4, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 1, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(69, 0, 0, 0, 42, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(64, 0, 0, 0, 3, 0, 1, 0),
+      ::capnp::word(76, 0, 0, 0, 2, 0, 1, 0),
+      ::capnp::word(1, 0, 0, 0, 1, 0, 0, 0),
+      ::capnp::word(0, 0, 1, 0, 1, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(73, 0, 0, 0, 50, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(68, 0, 0, 0, 3, 0, 1, 0),
+      ::capnp::word(96, 0, 0, 0, 2, 0, 1, 0),
+      ::capnp::word(2, 0, 0, 0, 2, 0, 0, 0),
+      ::capnp::word(0, 0, 1, 0, 2, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(93, 0, 0, 0, 58, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(88, 0, 0, 0, 3, 0, 1, 0),
+      ::capnp::word(116, 0, 0, 0, 2, 0, 1, 0),
+      ::capnp::word(110, 97, 109, 101, 0, 0, 0, 0),
+      ::capnp::word(12, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(12, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(115, 104, 97, 112, 101, 0, 0, 0),
+      ::capnp::word(14, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 3, 0, 1, 0),
+      ::capnp::word(7, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(14, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(118, 97, 108, 117, 101, 115, 0, 0),
+      ::capnp::word(14, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 3, 0, 1, 0),
+      ::capnp::word(10, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(14, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+    ];
+    pub fn get_field_types(index: u16) -> ::capnp::introspect::Type {
+      match index {
+        0 => <::capnp::text::Owned as ::capnp::introspect::Introspect>::introspect(),
+        1 => <::capnp::primitive_list::Owned<u16> as ::capnp::introspect::Introspect>::introspect(),
+        2 => <::capnp::primitive_list::Owned<f32> as ::capnp::introspect::Introspect>::introspect(),
+        _ => panic!("invalid field index {}", index),
+      }
+    }
+    pub fn get_annotation_types(child_index: Option<u16>, index: u32) -> ::capnp::introspect::Type {
+      panic!("invalid annotation indices ({:?}, {}) ", child_index, index)
+    }
+    pub static RAW_SCHEMA: ::capnp::introspect::RawStructSchema = ::capnp::introspect::RawStructSchema {
+      encoded_node: &ENCODED_NODE,
+      nonunion_members: NONUNION_MEMBERS,
+      members_by_discriminant: MEMBERS_BY_DISCRIMINANT,
+      members_by_name: MEMBERS_BY_NAME,
+    };
+    pub static NONUNION_MEMBERS : &[u16] = &[0,1,2];
+    pub static MEMBERS_BY_DISCRIMINANT : &[u16] = &[];
+    pub static MEMBERS_BY_NAME : &[u16] = &[0,1,2];
+    pub const TYPE_ID: u64 = 0xc540_e866_85af_7e69;
+  }
+}
+
+pub mod data_instance {
+  #[derive(Copy, Clone)]
+  pub struct Owned(());
+  impl ::capnp::introspect::Introspect for Owned { fn introspect() -> ::capnp::introspect::Type { ::capnp::introspect::TypeVariant::Struct(::capnp::introspect::RawBrandedStructSchema { generic: &_private::RAW_SCHEMA, field_types: _private::get_field_types, annotation_types: _private::get_annotation_types }).into() } }
+  impl ::capnp::traits::Owned for Owned { type Reader<'a> = Reader<'a>; type Builder<'a> = Builder<'a>; }
+  impl ::capnp::traits::OwnedStruct for Owned { type Reader<'a> = Reader<'a>; type Builder<'a> = Builder<'a>; }
+  impl ::capnp::traits::Pipelined for Owned { type Pipeline = Pipeline; }
+
+  pub struct Reader<'a> { reader: ::capnp::private::layout::StructReader<'a> }
+  impl <'a,> ::core::marker::Copy for Reader<'a,>  {}
+  impl <'a,> ::core::clone::Clone for Reader<'a,>  {
+    fn clone(&self) -> Self { *self }
+  }
+
+  impl <'a,> ::capnp::traits::HasTypeId for Reader<'a,>  {
+    const TYPE_ID: u64 = _private::TYPE_ID;
+  }
+  impl <'a,> ::core::convert::From<::capnp::private::layout::StructReader<'a>> for Reader<'a,>  {
+    fn from(reader: ::capnp::private::layout::StructReader<'a>) -> Self {
+      Self { reader,  }
+    }
+  }
+
+  impl <'a,> ::core::convert::From<Reader<'a,>> for ::capnp::dynamic_value::Reader<'a>  {
+    fn from(reader: Reader<'a,>) -> Self {
+      Self::Struct(::capnp::dynamic_struct::Reader::new(reader.reader, ::capnp::schema::StructSchema::new(::capnp::introspect::RawBrandedStructSchema { generic: &_private::RAW_SCHEMA, field_types: _private::get_field_types::<>, annotation_types: _private::get_annotation_types::<>})))
+    }
+  }
+
+  impl <'a,> ::core::fmt::Debug for Reader<'a,>  {
+    fn fmt(&self, f: &mut ::core::fmt::Formatter<'_>) -> ::core::result::Result<(), ::core::fmt::Error> {
+      core::fmt::Debug::fmt(&::core::convert::Into::<::capnp::dynamic_value::Reader<'_>>::into(*self), f)
+    }
+  }
+
+  impl <'a,> ::capnp::traits::FromPointerReader<'a> for Reader<'a,>  {
+    fn get_from_pointer(reader: &::capnp::private::layout::PointerReader<'a>, default: ::core::option::Option<&'a [::capnp::Word]>) -> ::capnp::Result<Self> {
+      ::core::result::Result::Ok(reader.get_struct(default)?.into())
+    }
+  }
+
+  impl <'a,> ::capnp::traits::IntoInternalStructReader<'a> for Reader<'a,>  {
+    fn into_internal_struct_reader(self) -> ::capnp::private::layout::StructReader<'a> {
+      self.reader
+    }
+  }
+
+  impl <'a,> ::capnp::traits::Imbue<'a> for Reader<'a,>  {
+    fn imbue(&mut self, cap_table: &'a ::capnp::private::layout::CapTable) {
+      self.reader.imbue(::capnp::private::layout::CapTableReader::Plain(cap_table))
+    }
+  }
+
+  impl <'a,> Reader<'a,>  {
+    pub fn reborrow(&self) -> Reader<'_,> {
+      Self { .. *self }
+    }
+
+    pub fn total_size(&self) -> ::capnp::Result<::capnp::MessageSize> {
+      self.reader.total_size()
+    }
+    #[inline]
+    pub fn get_identity(self) -> u64 {
+      self.reader.get_data_field::<u64>(0)
+    }
+    #[inline]
+    pub fn get_data_lists(self) -> ::capnp::Result<::capnp::struct_list::Reader<'a,crate::commands::serve::request_capnp::named_float_list::Owned>> {
+      ::capnp::traits::FromPointerReader::get_from_pointer(&self.reader.get_pointer_field(0), ::core::option::Option::None)
+    }
+    #[inline]
+    pub fn has_data_lists(&self) -> bool {
+      !self.reader.get_pointer_field(0).is_null()
+    }
+  }
+
+  pub struct Builder<'a> { builder: ::capnp::private::layout::StructBuilder<'a> }
+  impl <'a,> ::capnp::traits::HasStructSize for Builder<'a,>  {
+    const STRUCT_SIZE: ::capnp::private::layout::StructSize = ::capnp::private::layout::StructSize { data: 1, pointers: 1 };
+  }
+  impl <'a,> ::capnp::traits::HasTypeId for Builder<'a,>  {
+    const TYPE_ID: u64 = _private::TYPE_ID;
+  }
+  impl <'a,> ::core::convert::From<::capnp::private::layout::StructBuilder<'a>> for Builder<'a,>  {
+    fn from(builder: ::capnp::private::layout::StructBuilder<'a>) -> Self {
+      Self { builder,  }
+    }
+  }
+
+  impl <'a,> ::core::convert::From<Builder<'a,>> for ::capnp::dynamic_value::Builder<'a>  {
+    fn from(builder: Builder<'a,>) -> Self {
+      Self::Struct(::capnp::dynamic_struct::Builder::new(builder.builder, ::capnp::schema::StructSchema::new(::capnp::introspect::RawBrandedStructSchema { generic: &_private::RAW_SCHEMA, field_types: _private::get_field_types::<>, annotation_types: _private::get_annotation_types::<>})))
+    }
+  }
+
+  impl <'a,> ::capnp::traits::ImbueMut<'a> for Builder<'a,>  {
+    fn imbue_mut(&mut self, cap_table: &'a mut ::capnp::private::layout::CapTable) {
+      self.builder.imbue(::capnp::private::layout::CapTableBuilder::Plain(cap_table))
+    }
+  }
+
+  impl <'a,> ::capnp::traits::FromPointerBuilder<'a> for Builder<'a,>  {
+    fn init_pointer(builder: ::capnp::private::layout::PointerBuilder<'a>, _size: u32) -> Self {
+      builder.init_struct(<Self as ::capnp::traits::HasStructSize>::STRUCT_SIZE).into()
+    }
+    fn get_from_pointer(builder: ::capnp::private::layout::PointerBuilder<'a>, default: ::core::option::Option<&'a [::capnp::Word]>) -> ::capnp::Result<Self> {
+      ::core::result::Result::Ok(builder.get_struct(<Self as ::capnp::traits::HasStructSize>::STRUCT_SIZE, default)?.into())
+    }
+  }
+
+  impl <'a,> ::capnp::traits::SetterInput<Owned<>> for Reader<'a,>  {
+    fn set_pointer_builder(mut pointer: ::capnp::private::layout::PointerBuilder<'_>, value: Self, canonicalize: bool) -> ::capnp::Result<()> { pointer.set_struct(&value.reader, canonicalize) }
+  }
+
+  impl <'a,> Builder<'a,>  {
+    pub fn into_reader(self) -> Reader<'a,> {
+      self.builder.into_reader().into()
+    }
+    pub fn reborrow(&mut self) -> Builder<'_,> {
+      Builder { builder: self.builder.reborrow() }
+    }
+    pub fn reborrow_as_reader(&self) -> Reader<'_,> {
+      self.builder.as_reader().into()
+    }
+
+    pub fn total_size(&self) -> ::capnp::Result<::capnp::MessageSize> {
+      self.builder.as_reader().total_size()
+    }
+    #[inline]
+    pub fn get_identity(self) -> u64 {
+      self.builder.get_data_field::<u64>(0)
+    }
+    #[inline]
+    pub fn set_identity(&mut self, value: u64)  {
+      self.builder.set_data_field::<u64>(0, value);
+    }
+    #[inline]
+    pub fn get_data_lists(self) -> ::capnp::Result<::capnp::struct_list::Builder<'a,crate::commands::serve::request_capnp::named_float_list::Owned>> {
+      ::capnp::traits::FromPointerBuilder::get_from_pointer(self.builder.get_pointer_field(0), ::core::option::Option::None)
+    }
+    #[inline]
+    pub fn set_data_lists(&mut self, value: ::capnp::struct_list::Reader<'_,crate::commands::serve::request_capnp::named_float_list::Owned>) -> ::capnp::Result<()> {
+      ::capnp::traits::SetterInput::set_pointer_builder(self.builder.reborrow().get_pointer_field(0), value, false)
+    }
+    #[inline]
+    pub fn init_data_lists(self, size: u32) -> ::capnp::struct_list::Builder<'a,crate::commands::serve::request_capnp::named_float_list::Owned> {
+      ::capnp::traits::FromPointerBuilder::init_pointer(self.builder.get_pointer_field(0), size)
+    }
+    #[inline]
+    pub fn has_data_lists(&self) -> bool {
+      !self.builder.is_pointer_field_null(0)
+    }
+  }
+
+  pub struct Pipeline { _typeless: ::capnp::any_pointer::Pipeline }
+  impl ::capnp::capability::FromTypelessPipeline for Pipeline {
+    fn new(typeless: ::capnp::any_pointer::Pipeline) -> Self {
+      Self { _typeless: typeless,  }
+    }
+  }
+  impl Pipeline  {
+  }
+  mod _private {
+    pub static ENCODED_NODE: [::capnp::Word; 54] = [
+      ::capnp::word(0, 0, 0, 0, 5, 0, 6, 0),
+      ::capnp::word(163, 1, 208, 12, 146, 213, 223, 177),
+      ::capnp::word(14, 0, 0, 0, 1, 0, 1, 0),
+      ::capnp::word(220, 183, 192, 222, 199, 122, 87, 194),
+      ::capnp::word(1, 0, 7, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(21, 0, 0, 0, 218, 0, 0, 0),
+      ::capnp::word(33, 0, 0, 0, 7, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(29, 0, 0, 0, 119, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(114, 101, 113, 117, 101, 115, 116, 46),
+      ::capnp::word(99, 97, 112, 110, 112, 58, 68, 97),
+      ::capnp::word(116, 97, 73, 110, 115, 116, 97, 110),
+      ::capnp::word(99, 101, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 1, 0, 1, 0),
+      ::capnp::word(8, 0, 0, 0, 3, 0, 4, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 1, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(41, 0, 0, 0, 74, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(40, 0, 0, 0, 3, 0, 1, 0),
+      ::capnp::word(52, 0, 0, 0, 2, 0, 1, 0),
+      ::capnp::word(1, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 1, 0, 1, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(49, 0, 0, 0, 82, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(48, 0, 0, 0, 3, 0, 1, 0),
+      ::capnp::word(76, 0, 0, 0, 2, 0, 1, 0),
+      ::capnp::word(105, 100, 101, 110, 116, 105, 116, 121),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(9, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(9, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(100, 97, 116, 97, 76, 105, 115, 116),
+      ::capnp::word(115, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(14, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 3, 0, 1, 0),
+      ::capnp::word(16, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(105, 126, 175, 133, 102, 232, 64, 197),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(14, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+    ];
+    pub fn get_field_types(index: u16) -> ::capnp::introspect::Type {
+      match index {
+        0 => <u64 as ::capnp::introspect::Introspect>::introspect(),
+        1 => <::capnp::struct_list::Owned<crate::commands::serve::request_capnp::named_float_list::Owned> as ::capnp::introspect::Introspect>::introspect(),
+        _ => panic!("invalid field index {}", index),
+      }
+    }
+    pub fn get_annotation_types(child_index: Option<u16>, index: u32) -> ::capnp::introspect::Type {
+      panic!("invalid annotation indices ({:?}, {}) ", child_index, index)
+    }
+    pub static RAW_SCHEMA: ::capnp::introspect::RawStructSchema = ::capnp::introspect::RawStructSchema {
+      encoded_node: &ENCODED_NODE,
+      nonunion_members: NONUNION_MEMBERS,
+      members_by_discriminant: MEMBERS_BY_DISCRIMINANT,
+      members_by_name: MEMBERS_BY_NAME,
+    };
+    pub static NONUNION_MEMBERS : &[u16] = &[0,1];
+    pub static MEMBERS_BY_DISCRIMINANT : &[u16] = &[];
+    pub static MEMBERS_BY_NAME : &[u16] = &[1,0];
+    pub const TYPE_ID: u64 = 0xb1df_d592_0cd0_01a3;
+  }
+}
+
+pub mod response {
+  #[derive(Copy, Clone)]
+  pub struct Owned(());
+  impl ::capnp::introspect::Introspect for Owned { fn introspect() -> ::capnp::introspect::Type { ::capnp::introspect::TypeVariant::Struct(::capnp::introspect::RawBrandedStructSchema { generic: &_private::RAW_SCHEMA, field_types: _private::get_field_types, annotation_types: _private::get_annotation_types }).into() } }
+  impl ::capnp::traits::Owned for Owned { type Reader<'a> = Reader<'a>; type Builder<'a> = Builder<'a>; }
+  impl ::capnp::traits::OwnedStruct for Owned { type Reader<'a> = Reader<'a>; type Builder<'a> = Builder<'a>; }
+  impl ::capnp::traits::Pipelined for Owned { type Pipeline = Pipeline; }
+
+  pub struct Reader<'a> { reader: ::capnp::private::layout::StructReader<'a> }
+  impl <'a,> ::core::marker::Copy for Reader<'a,>  {}
+  impl <'a,> ::core::clone::Clone for Reader<'a,>  {
+    fn clone(&self) -> Self { *self }
+  }
+
+  impl <'a,> ::capnp::traits::HasTypeId for Reader<'a,>  {
+    const TYPE_ID: u64 = _private::TYPE_ID;
+  }
+  impl <'a,> ::core::convert::From<::capnp::private::layout::StructReader<'a>> for Reader<'a,>  {
+    fn from(reader: ::capnp::private::layout::StructReader<'a>) -> Self {
+      Self { reader,  }
+    }
+  }
+
+  impl <'a,> ::core::convert::From<Reader<'a,>> for ::capnp::dynamic_value::Reader<'a>  {
+    fn from(reader: Reader<'a,>) -> Self {
+      Self::Struct(::capnp::dynamic_struct::Reader::new(reader.reader, ::capnp::schema::StructSchema::new(::capnp::introspect::RawBrandedStructSchema { generic: &_private::RAW_SCHEMA, field_types: _private::get_field_types::<>, annotation_types: _private::get_annotation_types::<>})))
+    }
+  }
+
+  impl <'a,> ::core::fmt::Debug for Reader<'a,>  {
+    fn fmt(&self, f: &mut ::core::fmt::Formatter<'_>) -> ::core::result::Result<(), ::core::fmt::Error> {
+      core::fmt::Debug::fmt(&::core::convert::Into::<::capnp::dynamic_value::Reader<'_>>::into(*self), f)
+    }
+  }
+
+  impl <'a,> ::capnp::traits::FromPointerReader<'a> for Reader<'a,>  {
+    fn get_from_pointer(reader: &::capnp::private::layout::PointerReader<'a>, default: ::core::option::Option<&'a [::capnp::Word]>) -> ::capnp::Result<Self> {
+      ::core::result::Result::Ok(reader.get_struct(default)?.into())
+    }
+  }
+
+  impl <'a,> ::capnp::traits::IntoInternalStructReader<'a> for Reader<'a,>  {
+    fn into_internal_struct_reader(self) -> ::capnp::private::layout::StructReader<'a> {
+      self.reader
+    }
+  }
+
+  impl <'a,> ::capnp::traits::Imbue<'a> for Reader<'a,>  {
+    fn imbue(&mut self, cap_table: &'a ::capnp::private::layout::CapTable) {
+      self.reader.imbue(::capnp::private::layout::CapTableReader::Plain(cap_table))
+    }
+  }
+
+  impl <'a,> Reader<'a,>  {
+    pub fn reborrow(&self) -> Reader<'_,> {
+      Self { .. *self }
+    }
+
+    pub fn total_size(&self) -> ::capnp::Result<::capnp::MessageSize> {
+      self.reader.total_size()
+    }
+    #[inline]
+    pub fn get_seq(self) -> u64 {
+      self.reader.get_data_field::<u64>(0)
+    }
+    #[inline]
+    pub fn get_data(self) -> ::capnp::Result<::capnp::struct_list::Reader<'a,crate::commands::serve::request_capnp::data_instance::Owned>> {
+      ::capnp::traits::FromPointerReader::get_from_pointer(&self.reader.get_pointer_field(0), ::core::option::Option::None)
+    }
+    #[inline]
+    pub fn has_data(&self) -> bool {
+      !self.reader.get_pointer_field(0).is_null()
+    }
+  }
+
+  pub struct Builder<'a> { builder: ::capnp::private::layout::StructBuilder<'a> }
+  impl <'a,> ::capnp::traits::HasStructSize for Builder<'a,>  {
+    const STRUCT_SIZE: ::capnp::private::layout::StructSize = ::capnp::private::layout::StructSize { data: 1, pointers: 1 };
+  }
+  impl <'a,> ::capnp::traits::HasTypeId for Builder<'a,>  {
+    const TYPE_ID: u64 = _private::TYPE_ID;
+  }
+  impl <'a,> ::core::convert::From<::capnp::private::layout::StructBuilder<'a>> for Builder<'a,>  {
+    fn from(builder: ::capnp::private::layout::StructBuilder<'a>) -> Self {
+      Self { builder,  }
+    }
+  }
+
+  impl <'a,> ::core::convert::From<Builder<'a,>> for ::capnp::dynamic_value::Builder<'a>  {
+    fn from(builder: Builder<'a,>) -> Self {
+      Self::Struct(::capnp::dynamic_struct::Builder::new(builder.builder, ::capnp::schema::StructSchema::new(::capnp::introspect::RawBrandedStructSchema { generic: &_private::RAW_SCHEMA, field_types: _private::get_field_types::<>, annotation_types: _private::get_annotation_types::<>})))
+    }
+  }
+
+  impl <'a,> ::capnp::traits::ImbueMut<'a> for Builder<'a,>  {
+    fn imbue_mut(&mut self, cap_table: &'a mut ::capnp::private::layout::CapTable) {
+      self.builder.imbue(::capnp::private::layout::CapTableBuilder::Plain(cap_table))
+    }
+  }
+
+  impl <'a,> ::capnp::traits::FromPointerBuilder<'a> for Builder<'a,>  {
+    fn init_pointer(builder: ::capnp::private::layout::PointerBuilder<'a>, _size: u32) -> Self {
+      builder.init_struct(<Self as ::capnp::traits::HasStructSize>::STRUCT_SIZE).into()
+    }
+    fn get_from_pointer(builder: ::capnp::private::layout::PointerBuilder<'a>, default: ::core::option::Option<&'a [::capnp::Word]>) -> ::capnp::Result<Self> {
+      ::core::result::Result::Ok(builder.get_struct(<Self as ::capnp::traits::HasStructSize>::STRUCT_SIZE, default)?.into())
+    }
+  }
+
+  impl <'a,> ::capnp::traits::SetterInput<Owned<>> for Reader<'a,>  {
+    fn set_pointer_builder(mut pointer: ::capnp::private::layout::PointerBuilder<'_>, value: Self, canonicalize: bool) -> ::capnp::Result<()> { pointer.set_struct(&value.reader, canonicalize) }
+  }
+
+  impl <'a,> Builder<'a,>  {
+    pub fn into_reader(self) -> Reader<'a,> {
+      self.builder.into_reader().into()
+    }
+    pub fn reborrow(&mut self) -> Builder<'_,> {
+      Builder { builder: self.builder.reborrow() }
+    }
+    pub fn reborrow_as_reader(&self) -> Reader<'_,> {
+      self.builder.as_reader().into()
+    }
+
+    pub fn total_size(&self) -> ::capnp::Result<::capnp::MessageSize> {
+      self.builder.as_reader().total_size()
+    }
+    #[inline]
+    pub fn get_seq(self) -> u64 {
+      self.builder.get_data_field::<u64>(0)
+    }
+    #[inline]
+    pub fn set_seq(&mut self, value: u64)  {
+      self.builder.set_data_field::<u64>(0, value);
+    }
+    #[inline]
+    pub fn get_data(self) -> ::capnp::Result<::capnp::struct_list::Builder<'a,crate::commands::serve::request_capnp::data_instance::Owned>> {
+      ::capnp::traits::FromPointerBuilder::get_from_pointer(self.builder.get_pointer_field(0), ::core::option::Option::None)
+    }
+    #[inline]
+    pub fn set_data(&mut self, value: ::capnp::struct_list::Reader<'_,crate::commands::serve::request_capnp::data_instance::Owned>) -> ::capnp::Result<()> {
+      ::capnp::traits::SetterInput::set_pointer_builder(self.builder.reborrow().get_pointer_field(0), value, false)
+    }
+    #[inline]
+    pub fn init_data(self, size: u32) -> ::capnp::struct_list::Builder<'a,crate::commands::serve::request_capnp::data_instance::Owned> {
+      ::capnp::traits::FromPointerBuilder::init_pointer(self.builder.get_pointer_field(0), size)
+    }
+    #[inline]
+    pub fn has_data(&self) -> bool {
+      !self.builder.is_pointer_field_null(0)
+    }
+  }
+
+  pub struct Pipeline { _typeless: ::capnp::any_pointer::Pipeline }
+  impl ::capnp::capability::FromTypelessPipeline for Pipeline {
+    fn new(typeless: ::capnp::any_pointer::Pipeline) -> Self {
+      Self { _typeless: typeless,  }
+    }
+  }
+  impl Pipeline  {
+  }
+  mod _private {
+    pub static ENCODED_NODE: [::capnp::Word; 51] = [
+      ::capnp::word(0, 0, 0, 0, 5, 0, 6, 0),
+      ::capnp::word(77, 204, 131, 115, 141, 199, 155, 195),
+      ::capnp::word(14, 0, 0, 0, 1, 0, 1, 0),
+      ::capnp::word(220, 183, 192, 222, 199, 122, 87, 194),
+      ::capnp::word(1, 0, 7, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(21, 0, 0, 0, 186, 0, 0, 0),
+      ::capnp::word(29, 0, 0, 0, 7, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(25, 0, 0, 0, 119, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(114, 101, 113, 117, 101, 115, 116, 46),
+      ::capnp::word(99, 97, 112, 110, 112, 58, 82, 101),
+      ::capnp::word(115, 112, 111, 110, 115, 101, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 1, 0, 1, 0),
+      ::capnp::word(8, 0, 0, 0, 3, 0, 4, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 1, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(41, 0, 0, 0, 34, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(36, 0, 0, 0, 3, 0, 1, 0),
+      ::capnp::word(48, 0, 0, 0, 2, 0, 1, 0),
+      ::capnp::word(1, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 1, 0, 1, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(45, 0, 0, 0, 42, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(40, 0, 0, 0, 3, 0, 1, 0),
+      ::capnp::word(68, 0, 0, 0, 2, 0, 1, 0),
+      ::capnp::word(115, 101, 113, 0, 0, 0, 0, 0),
+      ::capnp::word(9, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(9, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(100, 97, 116, 97, 0, 0, 0, 0),
+      ::capnp::word(14, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 3, 0, 1, 0),
+      ::capnp::word(16, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(163, 1, 208, 12, 146, 213, 223, 177),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(14, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+    ];
+    pub fn get_field_types(index: u16) -> ::capnp::introspect::Type {
+      match index {
+        0 => <u64 as ::capnp::introspect::Introspect>::introspect(),
+        1 => <::capnp::struct_list::Owned<crate::commands::serve::request_capnp::data_instance::Owned> as ::capnp::introspect::Introspect>::introspect(),
+        _ => panic!("invalid field index {}", index),
+      }
+    }
+    pub fn get_annotation_types(child_index: Option<u16>, index: u32) -> ::capnp::introspect::Type {
+      panic!("invalid annotation indices ({:?}, {}) ", child_index, index)
+    }
+    pub static RAW_SCHEMA: ::capnp::introspect::RawStructSchema = ::capnp::introspect::RawStructSchema {
+      encoded_node: &ENCODED_NODE,
+      nonunion_members: NONUNION_MEMBERS,
+      members_by_discriminant: MEMBERS_BY_DISCRIMINANT,
+      members_by_name: MEMBERS_BY_NAME,
+    };
+    pub static NONUNION_MEMBERS : &[u16] = &[0,1];
+    pub static MEMBERS_BY_DISCRIMINANT : &[u16] = &[];
+    pub static MEMBERS_BY_NAME : &[u16] = &[1,0];
+    pub const TYPE_ID: u64 = 0xc39b_c78d_7383_cc4d;
+  }
+}
+
+pub mod request {
+  #[derive(Copy, Clone)]
+  pub struct Owned(());
+  impl ::capnp::introspect::Introspect for Owned { fn introspect() -> ::capnp::introspect::Type { ::capnp::introspect::TypeVariant::Struct(::capnp::introspect::RawBrandedStructSchema { generic: &_private::RAW_SCHEMA, field_types: _private::get_field_types, annotation_types: _private::get_annotation_types }).into() } }
+  impl ::capnp::traits::Owned for Owned { type Reader<'a> = Reader<'a>; type Builder<'a> = Builder<'a>; }
+  impl ::capnp::traits::OwnedStruct for Owned { type Reader<'a> = Reader<'a>; type Builder<'a> = Builder<'a>; }
+  impl ::capnp::traits::Pipelined for Owned { type Pipeline = Pipeline; }
+
+  pub struct Reader<'a> { reader: ::capnp::private::layout::StructReader<'a> }
+  impl <'a,> ::core::marker::Copy for Reader<'a,>  {}
+  impl <'a,> ::core::clone::Clone for Reader<'a,>  {
+    fn clone(&self) -> Self { *self }
+  }
+
+  impl <'a,> ::capnp::traits::HasTypeId for Reader<'a,>  {
+    const TYPE_ID: u64 = _private::TYPE_ID;
+  }
+  impl <'a,> ::core::convert::From<::capnp::private::layout::StructReader<'a>> for Reader<'a,>  {
+    fn from(reader: ::capnp::private::layout::StructReader<'a>) -> Self {
+      Self { reader,  }
+    }
+  }
+
+  impl <'a,> ::core::convert::From<Reader<'a,>> for ::capnp::dynamic_value::Reader<'a>  {
+    fn from(reader: Reader<'a,>) -> Self {
+      Self::Struct(::capnp::dynamic_struct::Reader::new(reader.reader, ::capnp::schema::StructSchema::new(::capnp::introspect::RawBrandedStructSchema { generic: &_private::RAW_SCHEMA, field_types: _private::get_field_types::<>, annotation_types: _private::get_annotation_types::<>})))
+    }
+  }
+
+  impl <'a,> ::core::fmt::Debug for Reader<'a,>  {
+    fn fmt(&self, f: &mut ::core::fmt::Formatter<'_>) -> ::core::result::Result<(), ::core::fmt::Error> {
+      core::fmt::Debug::fmt(&::core::convert::Into::<::capnp::dynamic_value::Reader<'_>>::into(*self), f)
+    }
+  }
+
+  impl <'a,> ::capnp::traits::FromPointerReader<'a> for Reader<'a,>  {
+    fn get_from_pointer(reader: &::capnp::private::layout::PointerReader<'a>, default: ::core::option::Option<&'a [::capnp::Word]>) -> ::capnp::Result<Self> {
+      ::core::result::Result::Ok(reader.get_struct(default)?.into())
+    }
+  }
+
+  impl <'a,> ::capnp::traits::IntoInternalStructReader<'a> for Reader<'a,>  {
+    fn into_internal_struct_reader(self) -> ::capnp::private::layout::StructReader<'a> {
+      self.reader
+    }
+  }
+
+  impl <'a,> ::capnp::traits::Imbue<'a> for Reader<'a,>  {
+    fn imbue(&mut self, cap_table: &'a ::capnp::private::layout::CapTable) {
+      self.reader.imbue(::capnp::private::layout::CapTableReader::Plain(cap_table))
+    }
+  }
+
+  impl <'a,> Reader<'a,>  {
+    pub fn reborrow(&self) -> Reader<'_,> {
+      Self { .. *self }
+    }
+
+    pub fn total_size(&self) -> ::capnp::Result<::capnp::MessageSize> {
+      self.reader.total_size()
+    }
+    #[inline]
+    pub fn get_seq(self) -> u64 {
+      self.reader.get_data_field::<u64>(0)
+    }
+    #[inline]
+    pub fn get_data(self) -> ::capnp::Result<::capnp::struct_list::Reader<'a,crate::commands::serve::request_capnp::data_instance::Owned>> {
+      ::capnp::traits::FromPointerReader::get_from_pointer(&self.reader.get_pointer_field(0), ::core::option::Option::None)
+    }
+    #[inline]
+    pub fn has_data(&self) -> bool {
+      !self.reader.get_pointer_field(0).is_null()
+    }
+  }
+
+  pub struct Builder<'a> { builder: ::capnp::private::layout::StructBuilder<'a> }
+  impl <'a,> ::capnp::traits::HasStructSize for Builder<'a,>  {
+    const STRUCT_SIZE: ::capnp::private::layout::StructSize = ::capnp::private::layout::StructSize { data: 1, pointers: 1 };
+  }
+  impl <'a,> ::capnp::traits::HasTypeId for Builder<'a,>  {
+    const TYPE_ID: u64 = _private::TYPE_ID;
+  }
+  impl <'a,> ::core::convert::From<::capnp::private::layout::StructBuilder<'a>> for Builder<'a,>  {
+    fn from(builder: ::capnp::private::layout::StructBuilder<'a>) -> Self {
+      Self { builder,  }
+    }
+  }
+
+  impl <'a,> ::core::convert::From<Builder<'a,>> for ::capnp::dynamic_value::Builder<'a>  {
+    fn from(builder: Builder<'a,>) -> Self {
+      Self::Struct(::capnp::dynamic_struct::Builder::new(builder.builder, ::capnp::schema::StructSchema::new(::capnp::introspect::RawBrandedStructSchema { generic: &_private::RAW_SCHEMA, field_types: _private::get_field_types::<>, annotation_types: _private::get_annotation_types::<>})))
+    }
+  }
+
+  impl <'a,> ::capnp::traits::ImbueMut<'a> for Builder<'a,>  {
+    fn imbue_mut(&mut self, cap_table: &'a mut ::capnp::private::layout::CapTable) {
+      self.builder.imbue(::capnp::private::layout::CapTableBuilder::Plain(cap_table))
+    }
+  }
+
+  impl <'a,> ::capnp::traits::FromPointerBuilder<'a> for Builder<'a,>  {
+    fn init_pointer(builder: ::capnp::private::layout::PointerBuilder<'a>, _size: u32) -> Self {
+      builder.init_struct(<Self as ::capnp::traits::HasStructSize>::STRUCT_SIZE).into()
+    }
+    fn get_from_pointer(builder: ::capnp::private::layout::PointerBuilder<'a>, default: ::core::option::Option<&'a [::capnp::Word]>) -> ::capnp::Result<Self> {
+      ::core::result::Result::Ok(builder.get_struct(<Self as ::capnp::traits::HasStructSize>::STRUCT_SIZE, default)?.into())
+    }
+  }
+
+  impl <'a,> ::capnp::traits::SetterInput<Owned<>> for Reader<'a,>  {
+    fn set_pointer_builder(mut pointer: ::capnp::private::layout::PointerBuilder<'_>, value: Self, canonicalize: bool) -> ::capnp::Result<()> { pointer.set_struct(&value.reader, canonicalize) }
+  }
+
+  impl <'a,> Builder<'a,>  {
+    pub fn into_reader(self) -> Reader<'a,> {
+      self.builder.into_reader().into()
+    }
+    pub fn reborrow(&mut self) -> Builder<'_,> {
+      Builder { builder: self.builder.reborrow() }
+    }
+    pub fn reborrow_as_reader(&self) -> Reader<'_,> {
+      self.builder.as_reader().into()
+    }
+
+    pub fn total_size(&self) -> ::capnp::Result<::capnp::MessageSize> {
+      self.builder.as_reader().total_size()
+    }
+    #[inline]
+    pub fn get_seq(self) -> u64 {
+      self.builder.get_data_field::<u64>(0)
+    }
+    #[inline]
+    pub fn set_seq(&mut self, value: u64)  {
+      self.builder.set_data_field::<u64>(0, value);
+    }
+    #[inline]
+    pub fn get_data(self) -> ::capnp::Result<::capnp::struct_list::Builder<'a,crate::commands::serve::request_capnp::data_instance::Owned>> {
+      ::capnp::traits::FromPointerBuilder::get_from_pointer(self.builder.get_pointer_field(0), ::core::option::Option::None)
+    }
+    #[inline]
+    pub fn set_data(&mut self, value: ::capnp::struct_list::Reader<'_,crate::commands::serve::request_capnp::data_instance::Owned>) -> ::capnp::Result<()> {
+      ::capnp::traits::SetterInput::set_pointer_builder(self.builder.reborrow().get_pointer_field(0), value, false)
+    }
+    #[inline]
+    pub fn init_data(self, size: u32) -> ::capnp::struct_list::Builder<'a,crate::commands::serve::request_capnp::data_instance::Owned> {
+      ::capnp::traits::FromPointerBuilder::init_pointer(self.builder.get_pointer_field(0), size)
+    }
+    #[inline]
+    pub fn has_data(&self) -> bool {
+      !self.builder.is_pointer_field_null(0)
+    }
+  }
+
+  pub struct Pipeline { _typeless: ::capnp::any_pointer::Pipeline }
+  impl ::capnp::capability::FromTypelessPipeline for Pipeline {
+    fn new(typeless: ::capnp::any_pointer::Pipeline) -> Self {
+      Self { _typeless: typeless,  }
+    }
+  }
+  impl Pipeline  {
+  }
+  mod _private {
+    pub static ENCODED_NODE: [::capnp::Word; 51] = [
+      ::capnp::word(0, 0, 0, 0, 5, 0, 6, 0),
+      ::capnp::word(66, 180, 20, 217, 255, 96, 59, 221),
+      ::capnp::word(14, 0, 0, 0, 1, 0, 1, 0),
+      ::capnp::word(220, 183, 192, 222, 199, 122, 87, 194),
+      ::capnp::word(1, 0, 7, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(21, 0, 0, 0, 178, 0, 0, 0),
+      ::capnp::word(29, 0, 0, 0, 7, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(25, 0, 0, 0, 119, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(114, 101, 113, 117, 101, 115, 116, 46),
+      ::capnp::word(99, 97, 112, 110, 112, 58, 82, 101),
+      ::capnp::word(113, 117, 101, 115, 116, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 1, 0, 1, 0),
+      ::capnp::word(8, 0, 0, 0, 3, 0, 4, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 1, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(41, 0, 0, 0, 34, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(36, 0, 0, 0, 3, 0, 1, 0),
+      ::capnp::word(48, 0, 0, 0, 2, 0, 1, 0),
+      ::capnp::word(1, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 1, 0, 1, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(45, 0, 0, 0, 42, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(40, 0, 0, 0, 3, 0, 1, 0),
+      ::capnp::word(68, 0, 0, 0, 2, 0, 1, 0),
+      ::capnp::word(115, 101, 113, 0, 0, 0, 0, 0),
+      ::capnp::word(9, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(9, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(100, 97, 116, 97, 0, 0, 0, 0),
+      ::capnp::word(14, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 3, 0, 1, 0),
+      ::capnp::word(16, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(163, 1, 208, 12, 146, 213, 223, 177),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(14, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+      ::capnp::word(0, 0, 0, 0, 0, 0, 0, 0),
+    ];
+    pub fn get_field_types(index: u16) -> ::capnp::introspect::Type {
+      match index {
+        0 => <u64 as ::capnp::introspect::Introspect>::introspect(),
+        1 => <::capnp::struct_list::Owned<crate::commands::serve::request_capnp::data_instance::Owned> as ::capnp::introspect::Introspect>::introspect(),
+        _ => panic!("invalid field index {}", index),
+      }
+    }
+    pub fn get_annotation_types(child_index: Option<u16>, index: u32) -> ::capnp::introspect::Type {
+      panic!("invalid annotation indices ({:?}, {}) ", child_index, index)
+    }
+    pub static RAW_SCHEMA: ::capnp::introspect::RawStructSchema = ::capnp::introspect::RawStructSchema {
+      encoded_node: &ENCODED_NODE,
+      nonunion_members: NONUNION_MEMBERS,
+      members_by_discriminant: MEMBERS_BY_DISCRIMINANT,
+      members_by_name: MEMBERS_BY_NAME,
+    };
+    pub static NONUNION_MEMBERS : &[u16] = &[0,1];
+    pub static MEMBERS_BY_DISCRIMINANT : &[u16] = &[];
+    pub static MEMBERS_BY_NAME : &[u16] = &[1,0];
+    pub const TYPE_ID: u64 = 0xdd3b_60ff_d914_b442;
+  }
+}
diff --git a/crates/cervo-cli/src/commands/test-client.py b/crates/cervo-cli/src/commands/test-client.py
new file mode 100644
index 0000000..f78687e
--- /dev/null
+++ b/crates/cervo-cli/src/commands/test-client.py
@@ -0,0 +1,168 @@
+import contextlib
+import random
+import struct
+import time
+from concurrent.futures import ThreadPoolExecutor
+from dataclasses import dataclass
+
+import requests
+
+
+# The requests are expected to be in the form of a POST request with the body containing the input data.
+# The encoding of the input data is expected to be in the following format:
+# 1. The first byte is the batch size.
+# For each batch item:
+#   2. The first byte is the number of inputs
+#   For each input:
+#     3. The first byte is the length of the input key
+#     4. The next `length` bytes are the input key as utf-8
+#     5. The next 4 bytes is the byte-length of the input value as LE unsigned
+#     6. The next `length` bytes are the input value as float in LE)
+def build_request(batch_size, input_key_to_shape, offset):
+    buffer = struct.pack("B", batch_size)
+
+    for i in range(batch_size):
+        buffer += struct.pack("B", len(input_key_to_shape))
+
+        for key, shape in input_key_to_shape.items():
+            buffer += struct.pack("B", len(key))
+            buffer += key.encode("utf-8")
+            shape_size = 1
+            for dim in shape:
+                shape_size *= dim
+
+            buffer += struct.pack("<I", shape_size * 4)
+            for i in range(shape_size):
+                buffer += struct.pack("<f", random.random())
+
+    return buffer
+
+
+def parse_response(buffer) -> list[dict[str, list[float]]]:
+    offset = 0
+    batch_size = buffer[offset]
+    offset += 1
+
+    outputs = []
+
+    for i in range(batch_size):
+        num_outputs = buffer[offset]
+
+        offset += 1
+
+        output = {}
+
+        for j in range(num_outputs):
+            key_length = buffer[offset]
+
+            offset += 1
+            key = buffer[offset : offset + key_length].decode("utf-8")
+
+            offset += key_length
+
+            shape_size = int(struct.unpack("<I", buffer[offset : offset + 4])[0] / 4)
+
+            offset += 4
+
+            output[key] = list(
+                struct.unpack(
+                    f"<{shape_size }f", buffer[offset : offset + shape_size * 4]
+                )
+            )
+            offset += shape_size * 4
+
+        outputs.append(output)
+
+    return outputs
+
+
+@contextlib.contextmanager
+def timed_scope(name):
+    start = time.perf_counter()
+    yield
+    print(f"{name} took {time.perf_counter() - start} seconds")
+
+
+@dataclass
+class Args:
+    host: str
+    port: int
+
+    batch_size: int
+    input_key_to_shape: dict[str, tuple[int, ...]]
+
+    count: int
+
+    def argparse():
+        import argparse
+
+        parser = argparse.ArgumentParser()
+        parser.add_argument("--host", type=str, required=True)
+        parser.add_argument("--port", type=int, required=True)
+
+        parser.add_argument("--batch-size", type=int, required=True)
+        parser.add_argument("--input-key-to-shape", type=str, nargs="+", required=True)
+        parser.add_argument("--count", type=int, default=1)
+
+        parsed = parser.parse_args()
+
+        input_key_to_shape = {}
+        for pair in parsed.input_key_to_shape:
+            key, shape = pair.split(":")
+            input_key_to_shape[key] = tuple(map(int, shape.split(",")))
+
+        return Args(
+            host=parsed.host,
+            port=parsed.port,
+            batch_size=parsed.batch_size,
+            input_key_to_shape=input_key_to_shape,
+            count=parsed.count,
+        )
+
+
+BURST = 1000
+
+
+def main(args: Args):
+    import queue
+    import threading
+
+    count = 0
+    start = time.perf_counter()
+
+    queue = queue.Queue()
+
+    def consume_responses(queue):
+        while True:
+            response = queue.get().result()
+
+            parse_response(response.content)
+            queue.task_done()
+
+    t = threading.Thread(target=consume_responses, args=(queue,))
+    t.daemon = True
+    t.start()
+
+    with ThreadPoolExecutor() as executor:
+        request = build_request(args.batch_size, args.input_key_to_shape, offset=count)
+        for iters in range(args.count // (args.batch_size * BURST)):
+            for _ in range(BURST):
+                queue.put(
+                    executor.submit(
+                        requests.post, f"http://{args.host}:{args.port}/", data=request
+                    )
+                )
+
+            time.sleep(0.01)
+            count += args.batch_size * BURST
+
+    queue.join()
+
+    print(f"Total time: {time.perf_counter() - start}")
+    print(f"Total count: {count}")
+    print(f"Average time: {(time.perf_counter() - start) / count}")
+    print(f"Average rate: {count / (time.perf_counter() - start)}")
+
+
+if __name__ == "__main__":
+    main(Args.argparse())
diff --git a/crates/cervo-cli/src/main.rs b/crates/cervo-cli/src/main.rs
index 731e899..27926a4 100644
--- a/crates/cervo-cli/src/main.rs
+++ b/crates/cervo-cli/src/main.rs
@@ -2,6 +2,7 @@
 Command line tools for cervo.
 */
 
+#![allow(unsafe_code)]
 mod commands;
 
 use anyhow::Result;
diff --git a/crates/cervo-core/src/epsilon.rs b/crates/cervo-core/src/epsilon.rs
index 09aded7..7385408 100644
--- a/crates/cervo-core/src/epsilon.rs
+++ b/crates/cervo-core/src/epsilon.rs
@@ -193,3 +193,18 @@ where
         self.inner.output_shapes()
     }
 }
+
+#[allow(unsafe_code)]
+unsafe impl<T, NG> Send for EpsilonInjector<T, NG>
+where
+    T: Inferer,
+    NG: NoiseGenerator,
+{
+}
+#[allow(unsafe_code)]
+unsafe impl<T, NG> Sync for EpsilonInjector<T, NG>
+where
+    T: Inferer,
+    NG: NoiseGenerator,
+{
+}
diff --git a/crates/cervo-core/src/inferer.rs b/crates/cervo-core/src/inferer.rs
index b6e2bd4..592a846 100644
--- a/crates/cervo-core/src/inferer.rs
+++ b/crates/cervo-core/src/inferer.rs
@@ -85,7 +85,7 @@ impl<'a> Response<'a> {
 }
 
 /// The main workhorse shared by all components in Cervo.
-pub trait Inferer {
+pub trait Inferer: Sync + Send {
     /// Query the inferer for how many elements it can deal with in a single batch.
     fn select_batch_size(&self, max_count: usize) -> usize;
 
diff --git a/crates/cervo-core/src/inferer/basic.rs b/crates/cervo-core/src/inferer/basic.rs
index 39dcb80..0872a41 100644
--- a/crates/cervo-core/src/inferer/basic.rs
+++ b/crates/cervo-core/src/inferer/basic.rs
@@ -34,7 +34,7 @@ impl BasicInferer {
     /// Will only forward errors from the [`tract_core::model::Graph`] optimization and graph building steps.
     pub fn from_model(model: InferenceModel) -> TractResult<Self> {
         let model_api = ModelApi::for_model(&model)?;
-        let model = helpers::build_model(model, &model_api.inputs, 1i32)?;
+        let model = helpers::build_model(model, &model_api.inputs, &model_api.outputs, 1i32)?;
 
         Ok(Self { model, model_api })
     }
diff --git a/crates/cervo-core/src/inferer/fixed.rs b/crates/cervo-core/src/inferer/fixed.rs
index d9938fe..4a2dad9 100644
--- a/crates/cervo-core/src/inferer/fixed.rs
+++ b/crates/cervo-core/src/inferer/fixed.rs
@@ -53,8 +53,13 @@ impl FixedBatchInferer {
         let models = sizes
             .into_iter()
             .map(|size| {
-                helpers::build_model(model.clone(), &model_api.inputs, size as i32)
-                    .map(|m| BatchedModel { size, plan: m })
+                helpers::build_model(
+                    model.clone(),
+                    &model_api.inputs,
+                    &model_api.outputs,
+                    size as i32,
+                )
+                .map(|m| BatchedModel { size, plan: m })
             })
             .collect::<Result<Vec<_>>>()?;
 
diff --git a/crates/cervo-core/src/inferer/helpers.rs b/crates/cervo-core/src/inferer/helpers.rs
index 4616d7f..2fae6f1 100644
--- a/crates/cervo-core/src/inferer/helpers.rs
+++ b/crates/cervo-core/src/inferer/helpers.rs
@@ -18,7 +18,7 @@ pub(super) fn build_symbolic_model(
     inputs: &[(String, Vec<usize>)],
 ) -> TractResult<(Symbol, TypedModel)> {
     model.set_output_fact(0, Default::default())?;
-    let symbol = model.symbol_table.sym("N");
+    let symbol = model.symbol_table.sym("batch_size");
     for (idx, (_name, shape)) in inputs.iter().enumerate() {
         let mut full_shape = tvec!(symbol.to_dim());
 
@@ -33,9 +33,10 @@ pub(super) fn build_symbolic_model(
 pub(super) fn build_model<D: ToDim>(
     mut model: InferenceModel,
     inputs: &[(String, Vec<usize>)],
+    outputs: &[(String, Vec<usize>)],
     batch_dim: D,
 ) -> TractResult<TypedSimplePlan<TypedModel>> {
-    model.set_output_fact(0, Default::default())?;
+    //model.set_output_fact(0, Default::default())?;
     for (idx, (_name, shape)) in inputs.iter().enumerate() {
         let mut full_shape = tvec!(batch_dim.to_dim());
 
@@ -43,6 +44,13 @@ pub(super) fn build_model<D: ToDim>(
         model.set_input_fact(idx, InferenceFact::dt_shape(f32::datum_type(), full_shape))?;
     }
 
+    for (idx, (_name, shape)) in outputs.iter().enumerate() {
+        let mut full_shape = tvec!(batch_dim.to_dim());
+
+        full_shape.extend(shape.iter().map(|v| (*v as i32).into()));
+        model.set_output_fact(idx, InferenceFact::dt_shape(f32::datum_type(), full_shape))?;
+    }
+
     model
         .into_typed()?
         .into_decluttered()?