diff --git a/.github/actions/setup-uv/action.yml b/.github/actions/setup-uv/action.yml
new file mode 100644
index 00000000..32af104b
--- /dev/null
+++ b/.github/actions/setup-uv/action.yml
@@ -0,0 +1,34 @@
+name: 'Setup UV (Manual)'
+description: 'Manually install UV package manager'
+inputs:
+  uv-version:
+    description: 'UV version to install'
+    required: false
+    default: 'latest'
+  python-version:
+    description: 'Python version to use'
+    required: false
+    default: '3.12'
+
+runs:
+  using: 'composite'
+  steps:
+    - name: Set up Python
+      uses: actions/setup-python@v5
+      with:
+        python-version: ${{ inputs.python-version }}
+
+    - name: Install UV
+      shell: bash
+      run: |
+        if [ "${{ inputs.uv-version }}" = "latest" ]; then
+          curl -LsSf https://astral.sh/uv/install.sh | sh
+        else
+          curl -LsSf https://astral.sh/uv/${{ inputs.uv-version }}/install.sh | sh
+        fi
+        echo "$HOME/.local/bin" >> $GITHUB_PATH
+
+    - name: Verify UV installation
+      shell: bash
+      run: |
+        uv --version
\ No newline at end of file
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index f528a614..2463f079 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -20,20 +20,9 @@ jobs:
     if: github.event_name == 'push' || github.event.pull_request.head.repo.fork
     steps:
       - uses: actions/checkout@v4
-
-      - name: Install Rye
-        run: |
-          curl -sSf https://rye.astral.sh/get | bash
-          echo "$HOME/.rye/shims" >> $GITHUB_PATH
-        env:
-          RYE_VERSION: '0.44.0'
-          RYE_INSTALL_OPTION: '--yes'
-
-      - name: Install dependencies
-        run: rye sync --all-features
-
-      - name: Run lints
-        run: ./scripts/lint
+      - uses: ./.github/actions/setup-uv
+      - run: uv sync --all-extras --group dev
+      - run: uv run task ci-lint
 
   build:
     if: github.event_name == 'push' || github.event.pull_request.head.repo.fork
@@ -45,20 +34,9 @@ jobs:
     runs-on: ${{ github.repository == 'stainless-sdks/agentex-sdk-python' && 'depot-ubuntu-24.04' || 'ubuntu-latest' }}
     steps:
       - uses: actions/checkout@v4
-
-      - name: Install Rye
-        run: |
-          curl -sSf https://rye.astral.sh/get | bash
-          echo "$HOME/.rye/shims" >> $GITHUB_PATH
-        env:
-          RYE_VERSION: '0.44.0'
-          RYE_INSTALL_OPTION: '--yes'
-
-      - name: Install dependencies
-        run: rye sync --all-features
-
-      - name: Run build
-        run: rye build
+      - uses: ./.github/actions/setup-uv
+      - run: uv sync --all-extras --group dev
+      - run: uv run task ci-build
 
       - name: Get GitHub OIDC Token
         if: github.repository == 'stainless-sdks/agentex-sdk-python'
@@ -83,16 +61,6 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - name: Install Rye
-        run: |
-          curl -sSf https://rye.astral.sh/get | bash
-          echo "$HOME/.rye/shims" >> $GITHUB_PATH
-        env:
-          RYE_VERSION: '0.44.0'
-          RYE_INSTALL_OPTION: '--yes'
-
-      - name: Bootstrap
-        run: ./scripts/bootstrap
-
-      - name: Run tests
-        run: ./scripts/test
+      - uses: ./.github/actions/setup-uv
+      - run: uv sync --all-extras --group dev
+      - run: uv run task ci-test
diff --git a/.github/workflows/publish-pypi.yml b/.github/workflows/publish-pypi.yml
index 7e8ac3bd..7e36c8d6 100644
--- a/.github/workflows/publish-pypi.yml
+++ b/.github/workflows/publish-pypi.yml
@@ -4,7 +4,6 @@
 name: Publish PyPI
 on:
   workflow_dispatch:
-
   release:
     types: [published]
 
@@ -12,20 +11,8 @@ jobs:
   publish:
     name: publish
     runs-on: ubuntu-latest
-
     steps:
       - uses: actions/checkout@v4
-
-      - name: Install Rye
-        run: |
-          curl -sSf https://rye.astral.sh/get | bash
-          echo "$HOME/.rye/shims" >> $GITHUB_PATH
-        env:
-          RYE_VERSION: '0.44.0'
-          RYE_INSTALL_OPTION: '--yes'
-
-      - name: Publish to PyPI
-        run: |
-          bash ./bin/publish-pypi
-        env:
-          PYPI_TOKEN: ${{ secrets.AGENTEX_PYPI_TOKEN || secrets.PYPI_TOKEN }}
+      - uses: ./.github/actions/setup-uv
+      - run: uv build
+      - run: uv publish --token ${{ secrets.AGENTEX_PYPI_TOKEN || secrets.PYPI_TOKEN }}
diff --git a/.github/workflows/release-doctor.yml b/.github/workflows/release-doctor.yml
index 0521b7f6..def20cf5 100644
--- a/.github/workflows/release-doctor.yml
+++ b/.github/workflows/release-doctor.yml
@@ -16,6 +16,10 @@ jobs:
 
       - name: Check release environment
         run: |
-          bash ./bin/check-release-environment
+          if [ -z "$PYPI_TOKEN" ]; then
+            echo "Error: The PYPI_TOKEN secret has not been set. Please set it in either this repository's secrets or your organization secrets."
+            exit 1
+          fi
+          echo "The environment is ready to push releases!"
         env:
           PYPI_TOKEN: ${{ secrets.AGENTEX_PYPI_TOKEN || secrets.PYPI_TOKEN }}
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 00000000..11b006ca
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,26 @@
+repos:
+  - repo: local
+    hooks:
+      - id: format
+        name: Format code and docs
+        entry: uv run task format
+        language: system
+        types: [python]
+        pass_filenames: false
+
+      - id: lint
+        name: Lint code and type check
+        entry: uv run task lint
+        language: system
+        types: [python]
+        pass_filenames: false
+
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.6.0
+    hooks:
+      - id: trailing-whitespace
+      - id: end-of-file-fixer
+      - id: check-yaml
+      - id: check-toml
+      - id: check-merge-conflict
+      - id: check-added-large-files
\ No newline at end of file
diff --git a/.python-version b/.python-version
deleted file mode 100644
index e4fba218..00000000
--- a/.python-version
+++ /dev/null
@@ -1 +0,0 @@
-3.12
diff --git a/Brewfile b/Brewfile
index 492ca37b..c43041ce 100644
--- a/Brewfile
+++ b/Brewfile
@@ -1,2 +1,2 @@
-brew "rye"
+brew "uv"
 
diff --git a/CLAUDE.md b/CLAUDE.md
index ffb1e50f..8989e1a5 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -4,26 +4,26 @@ This file provides guidance to Claude Code (claude.ai/code) when working with co
 
 ## Development Commands
 
-### Package Management in the top level repo
-- Use `rye` for dependency management (preferred)
-- Run `./scripts/bootstrap` to set up the environment
-- Or use `rye sync --all-features` directly
+### Package Management
+- Use `uv` for dependency management
+- Run `uv sync --all-extras --group dev` to set up the environment
+- Run `uv run task setup-pre-commit` to install pre-commit hooks
 
-Special note: the individual tutorials maintain their own tutorial specific virtualenv using `uv`. So when testing/running tutorials, you `uv run` instead of `rye run`.  Everything else is similar.
+Both the main repo and individual tutorials use `uv` for consistency.
 
 #### Testing
-- Run tests: `rye run pytest` or `./scripts/test`
-- Run specific test: `rye run pytest path/to/test_file.py::TestClass::test_method -v`
+- Run tests: `uv run task test` (with mock server) or `uv run pytest` (direct)
+- Run specific test: `uv run pytest path/to/test_file.py::TestClass::test_method -v`
 - Mock server is automatically started for tests, runs on port 4010
 
 #### Linting and Formatting
-- Format code: `rye run format` or `./scripts/format`
-  * The repository is still in flux, so running format might accidentally change files that aren't part of your scope of changes. So always run `run rye format` with additional arguments to constrain the formatting to the files that you are modifying.
-- Lint code: `rye run lint` or `./scripts/lint`
-- Type check: `rye run typecheck` (runs both pyright and mypy)
+- Format code: `uv run task format`
+  * The repository is still in flux, so running format might accidentally change files that aren't part of your scope of changes. So always run `uv run task format` with additional arguments to constrain the formatting to the files that you are modifying.
+- Lint code: `uv run task lint`
+- Type check: `uv run task typecheck` (runs both pyright and mypy)
 
 ### Building and Running
-- Build package: `rye build`
+- Build package: `uv build`
 
 
 
@@ -89,5 +89,5 @@ Most SDK code is auto-generated. Manual changes are preserved in:
 
 ### Environment Requirements
 - Python 3.12+ required
-- Uses Rye for dependency management
+- Uses UV for dependency management
 - Supports both sync and async client patterns
\ No newline at end of file
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 04c64123..244b6b42 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,37 +1,39 @@
 ## Setting up the environment
 
-### With Rye
+We use [UV](https://docs.astral.sh/uv/) for fast, modern Python package management. UV automatically handles Python installation and virtual environment management.
 
-We use [Rye](https://rye.astral.sh/) to manage dependencies because it will automatically provision a Python environment with the expected Python version. To set it up, run:
+### Quick Setup
 
 ```sh
-$ ./scripts/bootstrap
+# Setup environment and dependencies
+$ uv sync --all-extras --group dev
+
+# Install pre-commit hooks
+$ uv run task setup-pre-commit
 ```
 
-Or [install Rye manually](https://rye.astral.sh/guide/installation/) and run:
+### Manual Setup
+
+If you prefer to install UV manually:
 
 ```sh
-$ rye sync --all-features
+# Install UV - https://docs.astral.sh/uv/getting-started/installation/
+$ curl -LsSf https://astral.sh/uv/install.sh | sh
+
+# Install dependencies
+$ uv sync --all-extras --group dev
 ```
 
-You can then run scripts using `rye run python script.py` or by activating the virtual environment:
+You can then run commands using `uv run` or by activating the virtual environment:
 
 ```sh
-# Activate the virtual environment - https://docs.python.org/3/library/venv.html#how-venvs-work
+# Activate the virtual environment
 $ source .venv/bin/activate
 
-# now you can omit the `rye run` prefix
+# Now you can omit the `uv run` prefix
 $ python script.py
 ```
 
-### Without Rye
-
-Alternatively if you don't want to install `Rye`, you can stick with the standard `pip` setup by ensuring you have the Python version specified in `.python-version`, create a virtual environment however you desire and then install dependencies using this command:
-
-```sh
-$ pip install -r requirements-dev.lock
-```
-
 ## Modifying/Adding code
 
 Most of the SDK is generated code. Modifications to code will be persisted between generations, but may
@@ -45,7 +47,7 @@ All files in the `examples/` directory are not modified by the generator and can
 ```py
 # add an example to examples/<your-example>.py
 
-#!/usr/bin/env -S rye run python
+#!/usr/bin/env -S uv run python
 …
 ```
 
@@ -72,9 +74,9 @@ Building this package will create two files in the `dist/` directory, a `.tar.gz
 To create a distributable version of the library, all you have to do is run this command:
 
 ```sh
-$ rye build
+$ uv build
 # or
-$ python -m build
+$ uv run task ci-build
 ```
 
 Then to install:
@@ -83,36 +85,49 @@ Then to install:
 $ pip install ./path-to-wheel-file.whl
 ```
 
-## Running tests
+## Development Workflow
 
-Most tests require you to [set up a mock server](https://github.com/stoplightio/prism) against the OpenAPI spec to run the tests.
+We use [Taskipy](https://github.com/taskipy/taskipy) to manage development tasks. All commands are defined in `pyproject.toml` and can be run with `uv run task <command>`.
 
-```sh
-# you will need npm installed
-$ npx prism mock path/to/your/openapi.yml
-```
+### Running tests
 
 ```sh
-$ ./scripts/test
-```
+# Run tests with automatic mock server management
+$ uv run task test
 
-## Linting and formatting
+# Or run tests directly (no mock server setup)
+$ uv run pytest
+```
 
-This repository uses [ruff](https://github.com/astral-sh/ruff) and
-[black](https://github.com/psf/black) to format the code in the repository.
+The test command automatically handles [Prism mock server](https://github.com/stoplightio/prism) setup and teardown using the OpenAPI spec.
 
-To lint:
+### Linting and formatting
 
 ```sh
-$ ./scripts/lint
+# Format code and documentation
+$ uv run task format
+
+# Run all linting checks
+$ uv run task lint
+
+# Run type checking only
+$ uv run task typecheck
 ```
 
-To format and fix all ruff issues automatically:
+### Available Tasks
 
 ```sh
-$ ./scripts/format
+# See all available tasks
+$ uv run task --list
 ```
 
+Key tasks:
+- `format` - Format code with Ruff and documentation
+- `lint` - Run all checks (Ruff + type checking + import validation)
+- `test` - Run tests with mock server orchestration
+- `mock` - Start standalone mock API server
+- `setup-pre-commit` - Install pre-commit hooks
+
 ## Publishing and releases
 
 Changes made to this repository via the automated release PR pipeline should publish to PyPI automatically. If
@@ -124,8 +139,12 @@ You can release to package managers by using [the `Publish PyPI` GitHub action](
 
 ### Publish manually
 
-If you need to manually release a package, you can run the `bin/publish-pypi` script with a `PYPI_TOKEN` set on
-the environment.
+If you need to manually release a package, you can use UV directly:
+
+```sh
+$ uv build
+$ uv publish --token $PYPI_TOKEN
+```
 
 ## 🤖 **Vibe Coding Setup**
 
diff --git a/bin/check-release-environment b/bin/check-release-environment
deleted file mode 100644
index b845b0f4..00000000
--- a/bin/check-release-environment
+++ /dev/null
@@ -1,21 +0,0 @@
-#!/usr/bin/env bash
-
-errors=()
-
-if [ -z "${PYPI_TOKEN}" ]; then
-  errors+=("The PYPI_TOKEN secret has not been set. Please set it in either this repository's secrets or your organization secrets.")
-fi
-
-lenErrors=${#errors[@]}
-
-if [[ lenErrors -gt 0 ]]; then
-  echo -e "Found the following errors in the release environment:\n"
-
-  for error in "${errors[@]}"; do
-    echo -e "- $error\n"
-  done
-
-  exit 1
-fi
-
-echo "The environment is ready to push releases!"
diff --git a/bin/publish-pypi b/bin/publish-pypi
deleted file mode 100644
index 826054e9..00000000
--- a/bin/publish-pypi
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env bash
-
-set -eux
-mkdir -p dist
-rye build --clean
-rye publish --yes --token=$PYPI_TOKEN
diff --git a/noxfile.py b/noxfile.py
index 53bca7ff..f8e65328 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -3,7 +3,8 @@
 
 @nox.session(reuse_venv=True, name="test-pydantic-v1")
 def test_pydantic_v1(session: nox.Session) -> None:
-    session.install("-r", "requirements-dev.lock")
+    # Install dependencies via uv
+    session.run("uv", "sync", "--group", "dev", external=True)
     session.install("pydantic<2")
 
     session.run("pytest", "--showlocals", "--ignore=tests/functional", *session.posargs)
diff --git a/pyproject.toml b/pyproject.toml
index 0fe09ad6..3ae6e6f4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,6 +33,7 @@ dependencies = [
     "mcp[cli]>=1.4.1",
     "scale-gp>=0.1.0a59",
     "openai-agents==0.2.7", # 0.2.3 bug - https://github.com/openai/openai-agents-python/issues/1276
+    "cloudpickle>=3.1.1",
     "tzlocal>=5.3.1",
     "tzdata>=2025.2",
     "pytest>=8.4.0",
@@ -41,7 +42,6 @@ dependencies = [
     "scale-gp-beta==0.1.0a20",
     "ipykernel>=6.29.5",
     "openai==1.99.9", # anything higher than 1.99.9 breaks litellm - https://github.com/BerriAI/litellm/issues/13711
-    "cloudpickle>=3.1.1",
     "datadog>=0.52.1",
     "ddtrace>=3.13.0"
 ]
@@ -74,65 +74,67 @@ dev = [
 [project.scripts]
 agentex = "agentex.lib.cli.commands.main:app"
 
-[tool.rye]
-managed = true
-# version pins are in requirements-dev.lock
-dev-dependencies = [
-    "pyright==1.1.399",
-    "mypy",
-    "respx",
-    "pytest",
-    "pytest-asyncio",
-    "ruff",
-    "time-machine",
-    "nox",
-    "dirty-equals>=0.6.0",
-    "importlib-metadata>=6.7.0",
-    "rich>=13.7.1",
-    "nest_asyncio==1.6.0",
-    "pytest-xdist>=3.6.1",
-    "debugpy>=1.8.15",
-]
-
-[tool.rye.scripts]
-format = { chain = [
-  "format:ruff",
-  "format:docs",
-  "fix:ruff",
-  # run formatting again to fix any inconsistencies when imports are stripped
-  "format:ruff",
-]}
-"format:docs" = "python scripts/utils/ruffen-docs.py README.md api.md"
-"format:ruff" = "ruff format"
-
-"lint" = { chain = [
-  "check:ruff",
-  "typecheck",
-  "check:importable",
-]}
-"check:ruff" = "ruff check ."
-"fix:ruff" = "ruff check --fix ."
-
-"check:importable" = "python -c 'import agentex'"
-
-typecheck = { chain = [
-  "typecheck:pyright"
-]}
-"typecheck:pyright" = "pyright"
-"typecheck:verify-types" = "pyright --verifytypes agentex --ignoreexternal"
-"typecheck:mypy" = "mypy ."
-
 [build-system]
 requires = ["hatchling==1.26.3", "hatch-fancy-pypi-readme"]
 build-backend = "hatchling.build"
 
 [dependency-groups]
 dev = [
+    "dirty-equals>=0.6.0",
+    "debugpy>=1.8.15",
+    "importlib-metadata>=6.7.0",
     "ipywidgets>=8.1.7",
+    "ipykernel>=6.29.5",
+    "mypy",
     "nbstripout>=0.8.1",
+    "nest_asyncio==1.6.0",
+    "nox",
+    "openai==1.99.9", # anything higher than 1.99.9 breaks litellm - https://github.com/BerriAI/litellm/issues/13711
+    "pre-commit>=3.5.0",
+    "pyright==1.1.399",
+    "pytest>=8.4.0",
+    "pytest-asyncio>=1.0.0",
+    "pytest-xdist>=3.6.1",
+    "respx",
+    "rich>=13.7.1",
+    "ruff",
+    "scale-gp-beta==0.1.0a20",
+    "taskipy>=1.12.0",
+    "time-machine",
     "yaspin>=3.1.0",
 ]
 
+[tool.taskipy.tasks]
+# === ATOMIC TASKS (building blocks) ===
+"format-ruff" = { cmd = "ruff format", help = "Format code with ruff" }
+"format-docs" = { cmd = "python scripts/utils/ruffen-docs.py README.md api.md", help = "Format documentation" }
+"check-ruff" = { cmd = "ruff check .", help = "Check code with ruff" }
+"fix-ruff" = { cmd = "ruff check --fix .", help = "Fix ruff issues automatically" }
+"check-types-pyright" = { cmd = "pyright", help = "Run pyright type checker" }
+"check-types-mypy" = { cmd = "mypy .", help = "Run mypy type checker" }
+"check-importable" = { cmd = "python -c 'import agentex'", help = "Check that agentex can be imported" }
+
+# === COMPOSITE TASKS with hooks ===
+format = { cmd = "task format-ruff", help = "Format code with ruff and docs" }
+post_format = "task format-docs"
+
+typecheck = { cmd = "task check-types-pyright", help = "Run type checking" }
+
+lint = { cmd = "task check-ruff", help = "Run all linting checks" }
+post_lint = "task typecheck && task check-importable"
+
+# === SCRIPT DELEGATION (complex operations) ===
+test = { cmd = "./scripts/test", help = "Run tests with mock server" }
+mock = { cmd = "./scripts/mock", help = "Start mock API server" }
+
+# === DEVELOPMENT SETUP ===
+setup-pre-commit = { cmd = "pre-commit install", help = "Install pre-commit hooks" }
+
+# === CI-SPECIFIC TASKS ===
+ci-lint = { cmd = "task lint", help = "Run linting for CI" }
+ci-test = { cmd = "task test", help = "Run tests for CI" }
+ci-build = { cmd = "uv build", help = "Build package for CI" }
+
 [tool.hatch.build]
 include = [
   "src/*"
diff --git a/requirements-dev.lock b/requirements-dev.lock
deleted file mode 100644
index 3baf1c05..00000000
--- a/requirements-dev.lock
+++ /dev/null
@@ -1,417 +0,0 @@
-# generated by rye
-# use `rye lock` or `rye sync` to update this lockfile
-#
-# last locked with the following flags:
-#   pre: false
-#   features: []
-#   all-features: true
-#   with-sources: false
-#   generate-hashes: false
-#   universal: false
-
--e file:.
-aiohappyeyeballs==2.6.1
-    # via aiohttp
-aiohttp==3.12.8
-    # via agentex-sdk
-    # via httpx-aiohttp
-    # via litellm
-aiosignal==1.3.2
-    # via aiohttp
-annotated-types==0.6.0
-    # via pydantic
-anyio==4.10.0
-    # via agentex-sdk
-    # via httpx
-    # via mcp
-    # via openai
-    # via scale-gp
-    # via scale-gp-beta
-    # via sse-starlette
-    # via starlette
-    # via watchfiles
-appnope==0.1.4
-    # via ipykernel
-argcomplete==3.1.2
-    # via nox
-asttokens==3.0.0
-    # via stack-data
-attrs==25.3.0
-    # via aiohttp
-    # via jsonschema
-    # via referencing
-bytecode==0.17.0
-    # via ddtrace
-cachetools==5.5.2
-    # via google-auth
-certifi==2023.7.22
-    # via httpcore
-    # via httpx
-    # via kubernetes
-    # via requests
-charset-normalizer==3.4.3
-    # via requests
-click==8.2.1
-    # via litellm
-    # via typer
-    # via uvicorn
-cloudpickle==3.1.1
-    # via agentex-sdk
-colorama==0.4.6
-    # via griffe
-colorlog==6.7.0
-    # via nox
-comm==0.2.3
-    # via ipykernel
-datadog==0.52.1
-    # via agentex-sdk
-ddtrace==3.15.0
-    # via agentex-sdk
-debugpy==1.8.16
-    # via ipykernel
-decorator==5.2.1
-    # via ipython
-dirty-equals==0.6.0
-distlib==0.3.7
-    # via virtualenv
-distro==1.8.0
-    # via agentex-sdk
-    # via openai
-    # via scale-gp
-    # via scale-gp-beta
-envier==0.6.1
-    # via ddtrace
-execnet==2.1.1
-    # via pytest-xdist
-executing==2.2.0
-    # via stack-data
-fastapi==0.115.14
-    # via agentex-sdk
-filelock==3.12.4
-    # via huggingface-hub
-    # via virtualenv
-frozenlist==1.6.2
-    # via aiohttp
-    # via aiosignal
-fsspec==2025.7.0
-    # via huggingface-hub
-google-auth==2.40.3
-    # via kubernetes
-griffe==1.12.0
-    # via openai-agents
-h11==0.16.0
-    # via httpcore
-    # via uvicorn
-hf-xet==1.1.7
-    # via huggingface-hub
-httpcore==1.0.9
-    # via httpx
-httpx==0.27.2
-    # via agentex-sdk
-    # via httpx-aiohttp
-    # via litellm
-    # via mcp
-    # via openai
-    # via respx
-    # via scale-gp
-    # via scale-gp-beta
-httpx-aiohttp==0.1.8
-    # via agentex-sdk
-httpx-sse==0.4.1
-    # via mcp
-huggingface-hub==0.34.4
-    # via tokenizers
-idna==3.4
-    # via anyio
-    # via httpx
-    # via requests
-    # via yarl
-importlib-metadata==7.0.0
-    # via litellm
-    # via opentelemetry-api
-iniconfig==2.0.0
-    # via pytest
-ipykernel==6.30.1
-    # via agentex-sdk
-ipython==9.4.0
-    # via ipykernel
-ipython-pygments-lexers==1.1.1
-    # via ipython
-jedi==0.19.2
-    # via ipython
-jinja2==3.1.6
-    # via agentex-sdk
-    # via litellm
-jiter==0.10.0
-    # via openai
-json-log-formatter==1.1.1
-    # via agentex-sdk
-jsonref==1.1.0
-    # via agentex-sdk
-jsonschema==4.25.0
-    # via agentex-sdk
-    # via litellm
-    # via mcp
-jsonschema-specifications==2025.4.1
-    # via jsonschema
-jupyter-client==8.6.3
-    # via ipykernel
-jupyter-core==5.8.1
-    # via ipykernel
-    # via jupyter-client
-kubernetes==28.1.0
-    # via agentex-sdk
-litellm==1.75.5.post1
-    # via agentex-sdk
-markdown-it-py==3.0.0
-    # via rich
-markupsafe==3.0.2
-    # via jinja2
-matplotlib-inline==0.1.7
-    # via ipykernel
-    # via ipython
-mcp==1.12.4
-    # via agentex-sdk
-    # via openai-agents
-mdurl==0.1.2
-    # via markdown-it-py
-multidict==6.4.4
-    # via aiohttp
-    # via yarl
-mypy==1.14.1
-mypy-extensions==1.0.0
-    # via mypy
-nest-asyncio==1.6.0
-    # via ipykernel
-nexus-rpc==1.1.0
-    # via temporalio
-nodeenv==1.8.0
-    # via pyright
-nox==2023.4.22
-oauthlib==3.3.1
-    # via kubernetes
-    # via requests-oauthlib
-openai==1.99.9
-    # via agentex-sdk
-    # via litellm
-    # via openai-agents
-openai-agents==0.2.7
-    # via agentex-sdk
-opentelemetry-api==1.37.0
-    # via ddtrace
-packaging==23.2
-    # via huggingface-hub
-    # via ipykernel
-    # via nox
-    # via pytest
-parso==0.8.4
-    # via jedi
-pexpect==4.9.0
-    # via ipython
-platformdirs==3.11.0
-    # via jupyter-core
-    # via virtualenv
-pluggy==1.5.0
-    # via pytest
-prompt-toolkit==3.0.51
-    # via ipython
-    # via questionary
-propcache==0.3.1
-    # via aiohttp
-    # via yarl
-protobuf==5.29.5
-    # via ddtrace
-    # via temporalio
-psutil==7.0.0
-    # via ipykernel
-ptyprocess==0.7.0
-    # via pexpect
-pure-eval==0.2.3
-    # via stack-data
-pyasn1==0.6.1
-    # via pyasn1-modules
-    # via rsa
-pyasn1-modules==0.4.2
-    # via google-auth
-pydantic==2.10.3
-    # via agentex-sdk
-    # via fastapi
-    # via litellm
-    # via mcp
-    # via openai
-    # via openai-agents
-    # via pydantic-settings
-    # via python-on-whales
-    # via scale-gp
-    # via scale-gp-beta
-pydantic-core==2.27.1
-    # via pydantic
-pydantic-settings==2.10.1
-    # via mcp
-pygments==2.18.0
-    # via ipython
-    # via ipython-pygments-lexers
-    # via pytest
-    # via rich
-pyjwt==2.10.1
-    # via redis
-pyright==1.1.399
-pytest==8.4.1
-    # via agentex-sdk
-    # via pytest-asyncio
-    # via pytest-xdist
-pytest-asyncio==1.1.0
-    # via agentex-sdk
-pytest-xdist==3.7.0
-python-dateutil==2.8.2
-    # via jupyter-client
-    # via kubernetes
-    # via time-machine
-python-dotenv==1.1.1
-    # via litellm
-    # via mcp
-    # via pydantic-settings
-python-multipart==0.0.20
-    # via mcp
-python-on-whales==0.73.0
-    # via agentex-sdk
-pytz==2023.3.post1
-    # via dirty-equals
-pyyaml==6.0.2
-    # via agentex-sdk
-    # via huggingface-hub
-    # via kubernetes
-pyzmq==27.0.1
-    # via ipykernel
-    # via jupyter-client
-questionary==2.1.0
-    # via agentex-sdk
-redis==5.3.1
-    # via agentex-sdk
-referencing==0.36.2
-    # via jsonschema
-    # via jsonschema-specifications
-regex==2025.7.34
-    # via tiktoken
-requests==2.32.4
-    # via datadog
-    # via huggingface-hub
-    # via kubernetes
-    # via openai-agents
-    # via python-on-whales
-    # via requests-oauthlib
-    # via tiktoken
-requests-oauthlib==2.0.0
-    # via kubernetes
-respx==0.22.0
-rich==13.9.4
-    # via agentex-sdk
-    # via typer
-rpds-py==0.27.0
-    # via jsonschema
-    # via referencing
-rsa==4.9.1
-    # via google-auth
-ruff==0.9.4
-    # via agentex-sdk
-scale-gp==0.1.0a59
-    # via agentex-sdk
-scale-gp-beta==0.1.0a20
-    # via agentex-sdk
-setuptools==68.2.2
-    # via nodeenv
-shellingham==1.5.4
-    # via typer
-six==1.16.0
-    # via kubernetes
-    # via python-dateutil
-sniffio==1.3.0
-    # via agentex-sdk
-    # via anyio
-    # via httpx
-    # via openai
-    # via scale-gp
-    # via scale-gp-beta
-sse-starlette==3.0.2
-    # via mcp
-stack-data==0.6.3
-    # via ipython
-starlette==0.46.2
-    # via fastapi
-    # via mcp
-temporalio==1.15.0
-    # via agentex-sdk
-tiktoken==0.11.0
-    # via litellm
-time-machine==2.9.0
-tokenizers==0.21.4
-    # via litellm
-tornado==6.5.2
-    # via ipykernel
-    # via jupyter-client
-tqdm==4.67.1
-    # via huggingface-hub
-    # via openai
-    # via python-on-whales
-traitlets==5.14.3
-    # via ipykernel
-    # via ipython
-    # via jupyter-client
-    # via jupyter-core
-    # via matplotlib-inline
-typer==0.16.0
-    # via agentex-sdk
-    # via mcp
-    # via python-on-whales
-types-protobuf==6.30.2.20250809
-    # via temporalio
-types-requests==2.31.0.6
-    # via openai-agents
-types-urllib3==1.26.25.14
-    # via types-requests
-typing-extensions==4.12.2
-    # via agentex-sdk
-    # via anyio
-    # via fastapi
-    # via huggingface-hub
-    # via mypy
-    # via nexus-rpc
-    # via openai
-    # via openai-agents
-    # via opentelemetry-api
-    # via pydantic
-    # via pydantic-core
-    # via pyright
-    # via python-on-whales
-    # via referencing
-    # via scale-gp
-    # via scale-gp-beta
-    # via temporalio
-    # via typer
-    # via typing-inspection
-typing-inspection==0.4.1
-    # via pydantic-settings
-tzdata==2025.2
-    # via agentex-sdk
-tzlocal==5.3.1
-    # via agentex-sdk
-urllib3==1.26.20
-    # via kubernetes
-    # via requests
-uvicorn==0.35.0
-    # via agentex-sdk
-    # via mcp
-virtualenv==20.24.5
-    # via nox
-watchfiles==0.24.0
-    # via agentex-sdk
-wcwidth==0.2.13
-    # via prompt-toolkit
-websocket-client==1.8.0
-    # via kubernetes
-wrapt==1.17.3
-    # via ddtrace
-yarl==1.20.0
-    # via aiohttp
-zipp==3.17.0
-    # via importlib-metadata
diff --git a/requirements.lock b/requirements.lock
deleted file mode 100644
index e055b69f..00000000
--- a/requirements.lock
+++ /dev/null
@@ -1,384 +0,0 @@
-# generated by rye
-# use `rye lock` or `rye sync` to update this lockfile
-#
-# last locked with the following flags:
-#   pre: false
-#   features: []
-#   all-features: true
-#   with-sources: false
-#   generate-hashes: false
-#   universal: false
-
--e file:.
-aiohappyeyeballs==2.6.1
-    # via aiohttp
-aiohttp==3.12.8
-    # via agentex-sdk
-    # via httpx-aiohttp
-    # via litellm
-aiosignal==1.3.2
-    # via aiohttp
-annotated-types==0.6.0
-    # via pydantic
-anyio==4.10.0
-    # via agentex-sdk
-    # via httpx
-    # via mcp
-    # via openai
-    # via scale-gp
-    # via scale-gp-beta
-    # via sse-starlette
-    # via starlette
-    # via watchfiles
-appnope==0.1.4
-    # via ipykernel
-asttokens==3.0.0
-    # via stack-data
-attrs==25.3.0
-    # via aiohttp
-    # via jsonschema
-    # via referencing
-bytecode==0.17.0
-    # via ddtrace
-cachetools==5.5.2
-    # via google-auth
-certifi==2023.7.22
-    # via httpcore
-    # via httpx
-    # via kubernetes
-    # via requests
-charset-normalizer==3.4.3
-    # via requests
-click==8.2.1
-    # via litellm
-    # via typer
-    # via uvicorn
-cloudpickle==3.1.1
-    # via agentex-sdk
-colorama==0.4.6
-    # via griffe
-comm==0.2.3
-    # via ipykernel
-datadog==0.52.1
-    # via agentex-sdk
-ddtrace==3.15.0
-    # via agentex-sdk
-debugpy==1.8.16
-    # via ipykernel
-decorator==5.2.1
-    # via ipython
-distro==1.8.0
-    # via agentex-sdk
-    # via openai
-    # via scale-gp
-    # via scale-gp-beta
-envier==0.6.1
-    # via ddtrace
-executing==2.2.0
-    # via stack-data
-fastapi==0.115.14
-    # via agentex-sdk
-filelock==3.19.1
-    # via huggingface-hub
-frozenlist==1.6.2
-    # via aiohttp
-    # via aiosignal
-fsspec==2025.7.0
-    # via huggingface-hub
-google-auth==2.40.3
-    # via kubernetes
-griffe==1.12.0
-    # via openai-agents
-h11==0.16.0
-    # via httpcore
-    # via uvicorn
-hf-xet==1.1.7
-    # via huggingface-hub
-httpcore==1.0.9
-    # via httpx
-httpx==0.27.2
-    # via agentex-sdk
-    # via httpx-aiohttp
-    # via litellm
-    # via mcp
-    # via openai
-    # via scale-gp
-    # via scale-gp-beta
-httpx-aiohttp==0.1.8
-    # via agentex-sdk
-httpx-sse==0.4.1
-    # via mcp
-huggingface-hub==0.34.4
-    # via tokenizers
-idna==3.4
-    # via anyio
-    # via httpx
-    # via requests
-    # via yarl
-importlib-metadata==8.7.0
-    # via litellm
-    # via opentelemetry-api
-iniconfig==2.1.0
-    # via pytest
-ipykernel==6.30.1
-    # via agentex-sdk
-ipython==9.4.0
-    # via ipykernel
-ipython-pygments-lexers==1.1.1
-    # via ipython
-jedi==0.19.2
-    # via ipython
-jinja2==3.1.6
-    # via agentex-sdk
-    # via litellm
-jiter==0.10.0
-    # via openai
-json-log-formatter==1.1.1
-    # via agentex-sdk
-jsonref==1.1.0
-    # via agentex-sdk
-jsonschema==4.25.0
-    # via agentex-sdk
-    # via litellm
-    # via mcp
-jsonschema-specifications==2025.4.1
-    # via jsonschema
-jupyter-client==8.6.3
-    # via ipykernel
-jupyter-core==5.8.1
-    # via ipykernel
-    # via jupyter-client
-kubernetes==28.1.0
-    # via agentex-sdk
-litellm==1.75.5.post1
-    # via agentex-sdk
-markdown-it-py==4.0.0
-    # via rich
-markupsafe==3.0.2
-    # via jinja2
-matplotlib-inline==0.1.7
-    # via ipykernel
-    # via ipython
-mcp==1.12.4
-    # via agentex-sdk
-    # via openai-agents
-mdurl==0.1.2
-    # via markdown-it-py
-multidict==6.4.4
-    # via aiohttp
-    # via yarl
-nest-asyncio==1.6.0
-    # via ipykernel
-nexus-rpc==1.1.0
-    # via temporalio
-oauthlib==3.3.1
-    # via kubernetes
-    # via requests-oauthlib
-openai==1.99.9
-    # via agentex-sdk
-    # via litellm
-    # via openai-agents
-openai-agents==0.2.7
-    # via agentex-sdk
-opentelemetry-api==1.37.0
-    # via ddtrace
-packaging==25.0
-    # via huggingface-hub
-    # via ipykernel
-    # via pytest
-parso==0.8.4
-    # via jedi
-pexpect==4.9.0
-    # via ipython
-platformdirs==4.3.8
-    # via jupyter-core
-pluggy==1.6.0
-    # via pytest
-prompt-toolkit==3.0.51
-    # via ipython
-    # via questionary
-propcache==0.3.1
-    # via aiohttp
-    # via yarl
-protobuf==5.29.5
-    # via ddtrace
-    # via temporalio
-psutil==7.0.0
-    # via ipykernel
-ptyprocess==0.7.0
-    # via pexpect
-pure-eval==0.2.3
-    # via stack-data
-pyasn1==0.6.1
-    # via pyasn1-modules
-    # via rsa
-pyasn1-modules==0.4.2
-    # via google-auth
-pydantic==2.10.3
-    # via agentex-sdk
-    # via fastapi
-    # via litellm
-    # via mcp
-    # via openai
-    # via openai-agents
-    # via pydantic-settings
-    # via python-on-whales
-    # via scale-gp
-    # via scale-gp-beta
-pydantic-core==2.27.1
-    # via pydantic
-pydantic-settings==2.10.1
-    # via mcp
-pygments==2.19.2
-    # via ipython
-    # via ipython-pygments-lexers
-    # via pytest
-    # via rich
-pyjwt==2.10.1
-    # via redis
-pytest==8.4.1
-    # via agentex-sdk
-    # via pytest-asyncio
-pytest-asyncio==1.1.0
-    # via agentex-sdk
-python-dateutil==2.9.0.post0
-    # via jupyter-client
-    # via kubernetes
-python-dotenv==1.1.1
-    # via litellm
-    # via mcp
-    # via pydantic-settings
-python-multipart==0.0.20
-    # via mcp
-python-on-whales==0.73.0
-    # via agentex-sdk
-pyyaml==6.0.2
-    # via agentex-sdk
-    # via huggingface-hub
-    # via kubernetes
-pyzmq==27.0.1
-    # via ipykernel
-    # via jupyter-client
-questionary==2.1.0
-    # via agentex-sdk
-redis==5.3.1
-    # via agentex-sdk
-referencing==0.36.2
-    # via jsonschema
-    # via jsonschema-specifications
-regex==2025.7.34
-    # via tiktoken
-requests==2.32.4
-    # via datadog
-    # via huggingface-hub
-    # via kubernetes
-    # via openai-agents
-    # via python-on-whales
-    # via requests-oauthlib
-    # via tiktoken
-requests-oauthlib==2.0.0
-    # via kubernetes
-rich==13.9.4
-    # via agentex-sdk
-    # via typer
-rpds-py==0.27.0
-    # via jsonschema
-    # via referencing
-rsa==4.9.1
-    # via google-auth
-ruff==0.12.9
-    # via agentex-sdk
-scale-gp==0.1.0a59
-    # via agentex-sdk
-scale-gp-beta==0.1.0a20
-    # via agentex-sdk
-shellingham==1.5.4
-    # via typer
-six==1.17.0
-    # via kubernetes
-    # via python-dateutil
-sniffio==1.3.0
-    # via agentex-sdk
-    # via anyio
-    # via httpx
-    # via openai
-    # via scale-gp
-    # via scale-gp-beta
-sse-starlette==3.0.2
-    # via mcp
-stack-data==0.6.3
-    # via ipython
-starlette==0.46.2
-    # via fastapi
-    # via mcp
-temporalio==1.15.0
-    # via agentex-sdk
-tiktoken==0.11.0
-    # via litellm
-tokenizers==0.21.4
-    # via litellm
-tornado==6.5.2
-    # via ipykernel
-    # via jupyter-client
-tqdm==4.67.1
-    # via huggingface-hub
-    # via openai
-    # via python-on-whales
-traitlets==5.14.3
-    # via ipykernel
-    # via ipython
-    # via jupyter-client
-    # via jupyter-core
-    # via matplotlib-inline
-typer==0.16.0
-    # via agentex-sdk
-    # via mcp
-    # via python-on-whales
-types-protobuf==6.30.2.20250809
-    # via temporalio
-types-requests==2.31.0.6
-    # via openai-agents
-types-urllib3==1.26.25.14
-    # via types-requests
-typing-extensions==4.12.2
-    # via agentex-sdk
-    # via anyio
-    # via fastapi
-    # via huggingface-hub
-    # via nexus-rpc
-    # via openai
-    # via openai-agents
-    # via opentelemetry-api
-    # via pydantic
-    # via pydantic-core
-    # via python-on-whales
-    # via referencing
-    # via scale-gp
-    # via scale-gp-beta
-    # via temporalio
-    # via typer
-    # via typing-inspection
-typing-inspection==0.4.1
-    # via pydantic-settings
-tzdata==2025.2
-    # via agentex-sdk
-tzlocal==5.3.1
-    # via agentex-sdk
-urllib3==1.26.20
-    # via kubernetes
-    # via requests
-uvicorn==0.35.0
-    # via agentex-sdk
-    # via mcp
-watchfiles==0.24.0
-    # via agentex-sdk
-wcwidth==0.2.13
-    # via prompt-toolkit
-websocket-client==1.8.0
-    # via kubernetes
-wrapt==1.17.3
-    # via ddtrace
-yarl==1.20.0
-    # via aiohttp
-zipp==3.23.0
-    # via importlib-metadata
diff --git a/scripts/bootstrap b/scripts/bootstrap
deleted file mode 100755
index e84fe62c..00000000
--- a/scripts/bootstrap
+++ /dev/null
@@ -1,19 +0,0 @@
-#!/usr/bin/env bash
-
-set -e
-
-cd "$(dirname "$0")/.."
-
-if ! command -v rye >/dev/null 2>&1 && [ -f "Brewfile" ] && [ "$(uname -s)" = "Darwin" ]; then
-  brew bundle check >/dev/null 2>&1 || {
-    echo "==> Installing Homebrew dependencies…"
-    brew bundle
-  }
-fi
-
-echo "==> Installing Python dependencies…"
-
-# experimental uv support makes installations significantly faster
-rye config --set-bool behavior.use-uv=true
-
-rye sync --all-features
diff --git a/scripts/format b/scripts/format
deleted file mode 100755
index 667ec2d7..00000000
--- a/scripts/format
+++ /dev/null
@@ -1,8 +0,0 @@
-#!/usr/bin/env bash
-
-set -e
-
-cd "$(dirname "$0")/.."
-
-echo "==> Running formatters"
-rye run format
diff --git a/scripts/lint b/scripts/lint
deleted file mode 100755
index 69fa62e9..00000000
--- a/scripts/lint
+++ /dev/null
@@ -1,11 +0,0 @@
-#!/usr/bin/env bash
-
-set -e
-
-cd "$(dirname "$0")/.."
-
-echo "==> Running lints"
-rye run lint
-
-echo "==> Making sure it imports"
-rye run python -c 'import agentex'
diff --git a/scripts/test b/scripts/test
index 2c69d995..db770565 100755
--- a/scripts/test
+++ b/scripts/test
@@ -55,4 +55,4 @@ fi
 export DEFER_PYDANTIC_BUILD=false
 
 echo "==> Running tests"
-rye run pytest "$@"
+uv run pytest "$@"
diff --git a/uv.lock b/uv.lock
index c7a35067..63f8d0c6 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,20 +1,27 @@
 version = 1
-revision = 3
+revision = 2
 requires-python = ">=3.12, <4"
+resolution-markers = [
+    "python_full_version >= '3.13'",
+    "python_full_version < '3.13'",
+]
 
 [[package]]
 name = "agentex-sdk"
-version = "0.4.18"
+version = "0.4.22"
 source = { editable = "." }
 dependencies = [
     { name = "aiohttp" },
     { name = "anyio" },
     { name = "cloudpickle" },
+    { name = "datadog" },
+    { name = "ddtrace" },
     { name = "distro" },
     { name = "fastapi" },
     { name = "httpx" },
     { name = "ipykernel" },
     { name = "jinja2" },
+    { name = "json-log-formatter" },
     { name = "jsonref" },
     { name = "jsonschema" },
     { name = "kubernetes" },
@@ -53,8 +60,27 @@ dev = [
 
 [package.dev-dependencies]
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+    { name = "debugpy" },
+    { name = "dirty-equals" },
+    { name = "importlib-metadata" },
+    { name = "ipykernel" },
     { name = "ipywidgets" },
+    { name = "mypy" },
     { name = "nbstripout" },
+    { name = "nest-asyncio" },
+    { name = "nox" },
+    { name = "openai" },
+    { name = "pre-commit" },
+    { name = "pyright" },
+    { name = "pytest" },
+    { name = "pytest-asyncio" },
+    { name = "pytest-xdist" },
+    { name = "respx" },
+    { name = "rich" },
+    { name = "ruff" },
+    { name = "scale-gp-beta" },
+    { name = "taskipy" },
+    { name = "time-machine" },
     { name = "yaspin" },
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     { name = "anyio", specifier = ">=3.5.0,<5" },
     { name = "cloudpickle", specifier = ">=3.1.1" },
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     { name = "ipykernel", specifier = ">=6.29.5" },
     { name = "jinja2", specifier = ">=3.1.3,<4" },
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     { name = "jsonschema", specifier = ">=4.23.0,<5" },
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@@ -101,8 +130,27 @@ provides-extras = ["aiohttp", "dev"]
 
 [package.metadata.requires-dev]
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+    { name = "dirty-equals", specifier = ">=0.6.0" },
+    { name = "importlib-metadata", specifier = ">=6.7.0" },
+    { name = "ipykernel", specifier = ">=6.29.5" },
     { name = "ipywidgets", specifier = ">=8.1.7" },
+    { name = "mypy" },
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+    { name = "nest-asyncio", specifier = "==1.6.0" },
+    { name = "nox" },
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+    { name = "pre-commit", specifier = ">=3.5.0" },
+    { name = "pyright", specifier = "==1.1.399" },
+    { name = "pytest", specifier = ">=8.4.0" },
+    { name = "pytest-asyncio", specifier = ">=1.0.0" },
+    { name = "pytest-xdist", specifier = ">=3.6.1" },
+    { name = "respx" },
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+    { name = "taskipy", specifier = ">=1.12.0" },
+    { name = "time-machine" },
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