diff --git a/.github/workflows/codeflash.yml b/.github/workflows/codeflash.yml
index 366292d4..09fa9dbf 100644
--- a/.github/workflows/codeflash.yml
+++ b/.github/workflows/codeflash.yml
@@ -39,9 +39,7 @@ jobs:
         with:
           enable-cache: true
       - if: steps.bot_check.outputs.skip_remaining_steps == 'no'
-        run: |-
-          uv sync
-          uv pip install codeflash
+        run: uv sync --group=codeflash
       - name: Run CodeFlash on fhaviary
         if: steps.bot_check.outputs.skip_remaining_steps == 'no'
         run: uv run codeflash
diff --git a/pyproject.toml b/pyproject.toml
index adc24500..ed9d856c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -2,6 +2,13 @@
 build-backend = "setuptools.build_meta"
 requires = ["setuptools>=64", "setuptools_scm>=8"]
 
+[dependency-groups]
+codeflash = [
+    "codeflash>=0.7",  # Pin to keep recent
+    "fhaviary[dev]",
+]
+dev = ["fhaviary[dev]"]
+
 [project]
 authors = [
     {email = "hello@futurehouse.org", name = "FutureHouse technical staff"},
@@ -428,11 +435,6 @@ spaces_before_inline_comment = 2  # Match Python PEP 8
 spaces_indent_inline_array = 4  # Match Python PEP 8
 trailing_comma_inline_array = true
 
-[tool.uv]
-dev-dependencies = [
-    "fhaviary[dev]",
-]
-
 [tool.uv.sources]
 "aviary.gsm8k" = {workspace = true}
 "aviary.hotpotqa" = {workspace = true}
diff --git a/uv.lock b/uv.lock
index 52051cdc..1fe6619e 100644
--- a/uv.lock
+++ b/uv.lock
@@ -119,6 +119,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643 },
 ]
 
+[[package]]
+name = "ansicon"
+version = "1.89.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/b6/e2/1c866404ddbd280efedff4a9f15abfe943cb83cde6e895022370f3a61f85/ansicon-1.89.0.tar.gz", hash = "sha256:e4d039def5768a47e4afec8e89e83ec3ae5a26bf00ad851f914d1240b444d2b1", size = 67312 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/75/f9/f1c10e223c7b56a38109a3f2eb4e7fe9a757ea3ed3a166754fb30f65e466/ansicon-1.89.0-py2.py3-none-any.whl", hash = "sha256:f1def52d17f65c2c9682cf8370c03f541f410c1752d6a14029f97318e4b9dfec", size = 63675 },
+]
+
 [[package]]
 name = "anyio"
 version = "4.6.2.post1"
@@ -173,7 +182,7 @@ wheels = [
 
 [[package]]
 name = "aviary-gsm8k"
-version = "0.9.2.dev3+gb98e720"
+version = "0.8.4.dev7+gf574f4c"
 source = { editable = "packages/gsm8k" }
 dependencies = [
     { name = "datasets" },
@@ -196,7 +205,7 @@ requires-dist = [
 
 [[package]]
 name = "aviary-hotpotqa"
-version = "0.9.2.dev3+gb98e720"
+version = "0.8.4.dev7+gf574f4c"
 source = { editable = "packages/hotpotqa" }
 dependencies = [
     { name = "beautifulsoup4" },
@@ -217,6 +226,15 @@ requires-dist = [
     { name = "tenacity" },
 ]
 
+[[package]]
+name = "backoff"
+version = "2.2.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/47/d7/5bbeb12c44d7c4f2fb5b56abce497eb5ed9f34d85701de869acedd602619/backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba", size = 17001 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/df/73/b6e24bd22e6720ca8ee9a85a0c4a2971af8497d8f3193fa05390cbd46e09/backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8", size = 15148 },
+]
+
 [[package]]
 name = "beautifulsoup4"
 version = "4.12.3"
@@ -229,6 +247,48 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b1/fe/e8c672695b37eecc5cbf43e1d0638d88d66ba3a44c4d321c796f4e59167f/beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed", size = 147925 },
 ]
 
+[[package]]
+name = "black"
+version = "24.10.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "mypy-extensions" },
+    { name = "packaging" },
+    { name = "pathspec" },
+    { name = "platformdirs" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/d8/0d/cc2fb42b8c50d80143221515dd7e4766995bd07c56c9a3ed30baf080b6dc/black-24.10.0.tar.gz", hash = "sha256:846ea64c97afe3bc677b761787993be4991810ecc7a4a937816dd6bddedc4875", size = 645813 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c2/cc/7496bb63a9b06a954d3d0ac9fe7a73f3bf1cd92d7a58877c27f4ad1e9d41/black-24.10.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:5a2221696a8224e335c28816a9d331a6c2ae15a2ee34ec857dcf3e45dbfa99ad", size = 1607468 },
+    { url = "https://files.pythonhosted.org/packages/2b/e3/69a738fb5ba18b5422f50b4f143544c664d7da40f09c13969b2fd52900e0/black-24.10.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:f9da3333530dbcecc1be13e69c250ed8dfa67f43c4005fb537bb426e19200d50", size = 1437270 },
+    { url = "https://files.pythonhosted.org/packages/c9/9b/2db8045b45844665c720dcfe292fdaf2e49825810c0103e1191515fc101a/black-24.10.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4007b1393d902b48b36958a216c20c4482f601569d19ed1df294a496eb366392", size = 1737061 },
+    { url = "https://files.pythonhosted.org/packages/a3/95/17d4a09a5be5f8c65aa4a361444d95edc45def0de887810f508d3f65db7a/black-24.10.0-cp311-cp311-win_amd64.whl", hash = "sha256:394d4ddc64782e51153eadcaaca95144ac4c35e27ef9b0a42e121ae7e57a9175", size = 1423293 },
+    { url = "https://files.pythonhosted.org/packages/90/04/bf74c71f592bcd761610bbf67e23e6a3cff824780761f536512437f1e655/black-24.10.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b5e39e0fae001df40f95bd8cc36b9165c5e2ea88900167bddf258bacef9bbdc3", size = 1644256 },
+    { url = "https://files.pythonhosted.org/packages/4c/ea/a77bab4cf1887f4b2e0bce5516ea0b3ff7d04ba96af21d65024629afedb6/black-24.10.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d37d422772111794b26757c5b55a3eade028aa3fde43121ab7b673d050949d65", size = 1448534 },
+    { url = "https://files.pythonhosted.org/packages/4e/3e/443ef8bc1fbda78e61f79157f303893f3fddf19ca3c8989b163eb3469a12/black-24.10.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:14b3502784f09ce2443830e3133dacf2c0110d45191ed470ecb04d0f5f6fcb0f", size = 1761892 },
+    { url = "https://files.pythonhosted.org/packages/52/93/eac95ff229049a6901bc84fec6908a5124b8a0b7c26ea766b3b8a5debd22/black-24.10.0-cp312-cp312-win_amd64.whl", hash = "sha256:30d2c30dc5139211dda799758559d1b049f7f14c580c409d6ad925b74a4208a8", size = 1434796 },
+    { url = "https://files.pythonhosted.org/packages/d0/a0/a993f58d4ecfba035e61fca4e9f64a2ecae838fc9f33ab798c62173ed75c/black-24.10.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:1cbacacb19e922a1d75ef2b6ccaefcd6e93a2c05ede32f06a21386a04cedb981", size = 1643986 },
+    { url = "https://files.pythonhosted.org/packages/37/d5/602d0ef5dfcace3fb4f79c436762f130abd9ee8d950fa2abdbf8bbc555e0/black-24.10.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1f93102e0c5bb3907451063e08b9876dbeac810e7da5a8bfb7aeb5a9ef89066b", size = 1448085 },
+    { url = "https://files.pythonhosted.org/packages/47/6d/a3a239e938960df1a662b93d6230d4f3e9b4a22982d060fc38c42f45a56b/black-24.10.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ddacb691cdcdf77b96f549cf9591701d8db36b2f19519373d60d31746068dbf2", size = 1760928 },
+    { url = "https://files.pythonhosted.org/packages/dd/cf/af018e13b0eddfb434df4d9cd1b2b7892bab119f7a20123e93f6910982e8/black-24.10.0-cp313-cp313-win_amd64.whl", hash = "sha256:680359d932801c76d2e9c9068d05c6b107f2584b2a5b88831c83962eb9984c1b", size = 1436875 },
+    { url = "https://files.pythonhosted.org/packages/8d/a7/4b27c50537ebca8bec139b872861f9d2bf501c5ec51fcf897cb924d9e264/black-24.10.0-py3-none-any.whl", hash = "sha256:3bb2b7a1f7b685f85b11fed1ef10f8a9148bceb49853e47a294a3dd963c1dd7d", size = 206898 },
+]
+
+[[package]]
+name = "blessed"
+version = "1.20.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "jinxed", marker = "platform_system == 'Windows'" },
+    { name = "six" },
+    { name = "wcwidth" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/25/ae/92e9968ad23205389ec6bd82e2d4fca3817f1cdef34e10aa8d529ef8b1d7/blessed-1.20.0.tar.gz", hash = "sha256:2cdd67f8746e048f00df47a2880f4d6acbcdb399031b604e34ba8f71d5787680", size = 6655612 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/76/98/584f211c3a4bb38f2871fa937ee0cc83c130de50c955d6c7e2334dbf4acb/blessed-1.20.0-py2.py3-none-any.whl", hash = "sha256:0c542922586a265e699188e52d5f5ac5ec0dd517e5a1041d90d2bbf23f906058", size = 58372 },
+]
+
 [[package]]
 name = "boto3"
 version = "1.35.54"
@@ -381,6 +441,38 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/48/41/e1d85ca3cab0b674e277c8c4f678cf66a91cd2cecf93df94353a606fe0db/cloudpickle-3.1.0-py3-none-any.whl", hash = "sha256:fe11acda67f61aaaec473e3afe030feb131d78a43461b718185363384f1ba12e", size = 22021 },
 ]
 
+[[package]]
+name = "codeflash"
+version = "0.7.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "black" },
+    { name = "click" },
+    { name = "dill" },
+    { name = "gitpython" },
+    { name = "humanize" },
+    { name = "inquirer" },
+    { name = "isort" },
+    { name = "jedi" },
+    { name = "junitparser" },
+    { name = "libcst" },
+    { name = "lxml" },
+    { name = "parameterized" },
+    { name = "posthog" },
+    { name = "pydantic" },
+    { name = "pytest" },
+    { name = "pytest-timeout" },
+    { name = "returns" },
+    { name = "rich" },
+    { name = "sentry-sdk" },
+    { name = "tiktoken" },
+    { name = "timeout-decorator" },
+    { name = "tomlkit" },
+    { name = "unidiff" },
+    { name = "unittest-xml-reporting" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/23/94/6be9e5580d9c6f0dae88f062b4b637504990caa9f3927d0c542e717a741d/codeflash-0.7.5.tar.gz", hash = "sha256:973250227643822d248784d565981a12a9a0cd7f48ead1c23fb948745a82b530", size = 502678 }
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -508,6 +600,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d5/7c/e9fcff7623954d86bdc17782036cbf715ecab1bec4847c008557affe1ca8/docstring_parser-0.16-py3-none-any.whl", hash = "sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637", size = 36533 },
 ]
 
+[[package]]
+name = "editor"
+version = "1.6.6"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "runs" },
+    { name = "xmod" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/2a/92/734a4ab345914259cb6146fd36512608ea42be16195375c379046f33283d/editor-1.6.6.tar.gz", hash = "sha256:bb6989e872638cd119db9a4fce284cd8e13c553886a1c044c6b8d8a160c871f8", size = 3197 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1b/c2/4bc8cd09b14e28ce3f406a8b05761bed0d785d1ca8c2a5c6684d884c66a2/editor-1.6.6-py3-none-any.whl", hash = "sha256:e818e6913f26c2a81eadef503a2741d7cca7f235d20e217274a009ecd5a74abf", size = 4017 },
+]
+
 [[package]]
 name = "execnet"
 version = "2.1.1"
@@ -542,7 +647,7 @@ wheels = [
 
 [[package]]
 name = "fhaviary"
-version = "0.9.2.dev3+gb98e720"
+version = "0.9.2.dev5+g95c9baf.d20241104"
 source = { editable = "." }
 dependencies = [
     { name = "docstring-parser" },
@@ -615,6 +720,37 @@ xml = [
 ]
 
 [package.dev-dependencies]
+codeflash = [
+    { name = "aviary-gsm8k", extra = ["typing"] },
+    { name = "aviary-hotpotqa" },
+    { name = "boto3-stubs", extra = ["s3"] },
+    { name = "click" },
+    { name = "cloudpickle" },
+    { name = "codeflash" },
+    { name = "dicttoxml" },
+    { name = "fastapi" },
+    { name = "ipython" },
+    { name = "litellm" },
+    { name = "mypy" },
+    { name = "numpy" },
+    { name = "pillow" },
+    { name = "pre-commit" },
+    { name = "pydantic" },
+    { name = "pylint" },
+    { name = "pylint-pydantic" },
+    { name = "pytest" },
+    { name = "pytest-asyncio" },
+    { name = "pytest-recording" },
+    { name = "pytest-subtests" },
+    { name = "pytest-sugar" },
+    { name = "pytest-timer", extra = ["colorama"] },
+    { name = "pytest-xdist" },
+    { name = "refurb" },
+    { name = "sqlalchemy", extra = ["aiosqlite"] },
+    { name = "typeguard" },
+    { name = "types-pillow" },
+    { name = "uvicorn" },
+]
 dev = [
     { name = "aviary-gsm8k", extra = ["typing"] },
     { name = "aviary-hotpotqa" },
@@ -687,6 +823,10 @@ requires-dist = [
 ]
 
 [package.metadata.requires-dev]
+codeflash = [
+    { name = "codeflash", specifier = ">=0.7" },
+    { name = "fhaviary", extras = ["dev"], editable = "." },
+]
 dev = [{ name = "fhaviary", extras = ["dev"], editable = "." }]
 
 [[package]]
@@ -766,6 +906,30 @@ http = [
     { name = "aiohttp" },
 ]
 
+[[package]]
+name = "gitdb"
+version = "4.0.11"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "smmap" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/19/0d/bbb5b5ee188dec84647a4664f3e11b06ade2bde568dbd489d9d64adef8ed/gitdb-4.0.11.tar.gz", hash = "sha256:bf5421126136d6d0af55bc1e7c1af1c397a34f5b7bd79e776cd3e89785c2b04b", size = 394469 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/fd/5b/8f0c4a5bb9fd491c277c21eff7ccae71b47d43c4446c9d0c6cff2fe8c2c4/gitdb-4.0.11-py3-none-any.whl", hash = "sha256:81a3407ddd2ee8df444cbacea00e2d038e40150acfa3001696fe0dcf1d3adfa4", size = 62721 },
+]
+
+[[package]]
+name = "gitpython"
+version = "3.1.43"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "gitdb" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b6/a1/106fd9fa2dd989b6fb36e5893961f82992cf676381707253e0bf93eb1662/GitPython-3.1.43.tar.gz", hash = "sha256:35f314a9f878467f5453cc1fee295c3e18e52f1b99f10f6cf5b1682e968a9e7c", size = 214149 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e9/bd/cc3a402a6439c15c3d4294333e13042b915bbeab54edc457c723931fed3f/GitPython-3.1.43-py3-none-any.whl", hash = "sha256:eec7ec56b92aad751f9912a73404bc02ba212a23adb2c7098ee668417051a1ff", size = 207337 },
+]
+
 [[package]]
 name = "greenlet"
 version = "3.1.1"
@@ -870,6 +1034,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/60/bf/cea0b9720c32fa01b0c4ec4b16b9f4ae34ca106b202ebbae9f03ab98cd8f/huggingface_hub-0.26.2-py3-none-any.whl", hash = "sha256:98c2a5a8e786c7b2cb6fdeb2740893cba4d53e312572ed3d8afafda65b128c46", size = 447536 },
 ]
 
+[[package]]
+name = "humanize"
+version = "4.11.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/6a/40/64a912b9330786df25e58127194d4a5a7441f818b400b155e748a270f924/humanize-4.11.0.tar.gz", hash = "sha256:e66f36020a2d5a974c504bd2555cf770621dbdbb6d82f94a6857c0b1ea2608be", size = 80374 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/92/75/4bc3e242ad13f2e6c12e0b0401ab2c5e5c6f0d7da37ec69bc808e24e0ccb/humanize-4.11.0-py3-none-any.whl", hash = "sha256:b53caaec8532bcb2fff70c8826f904c35943f8cecaca29d272d9df38092736c0", size = 128055 },
+]
+
 [[package]]
 name = "identify"
 version = "2.6.1"
@@ -918,6 +1091,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ef/a6/62565a6e1cf69e10f5727360368e451d4b7f58beeac6173dc9db836a5b46/iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374", size = 5892 },
 ]
 
+[[package]]
+name = "inquirer"
+version = "3.4.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "blessed" },
+    { name = "editor" },
+    { name = "readchar" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/f3/06/ef91eb8f3feafb736aa33dcb278fc9555d17861aa571b684715d095db24d/inquirer-3.4.0.tar.gz", hash = "sha256:8edc99c076386ee2d2204e5e3653c2488244e82cb197b2d498b3c1b5ffb25d0b", size = 14472 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a4/b2/be907c8c0f8303bc4b10089f5470014c3bf3521e9b8d3decf3037fd94725/inquirer-3.4.0-py3-none-any.whl", hash = "sha256:bb0ec93c833e4ce7b51b98b1644b0a4d2bb39755c39787f6a504e4fee7a11b60", size = 18077 },
+]
+
 [[package]]
 name = "ipython"
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