diff --git a/.dockerignore b/.dockerignore
index ae7644e7..8f630506 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -1,14 +1,11 @@
-# .dockerignore
-.git/
-.github/
-.vscode/
-.venv/
-__pycache__/
-.pytest_cache/
-.ruff_cache/
-.mypy_cache/
+.git
+.venv
+.uv_cache
+.ruff_cache
+.pytest_cache
+__pycache__
+*.pyc
 tests/
 docs/
-data/
-htmlcov/
-*.log
+scratch/
+infrastructure/
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a1ac00c8..beaef9d9 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -33,17 +33,17 @@ jobs:
         run: sudo chown -R $(whoami):$(whoami) ${{ github.workspace }} || true
 
       - name: Harden Runner
-        uses: step-security/harden-runner@v2
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
 
       - name: Substrate Purity Verification
         run: git clean -xfd -e .uv_cache
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
         with:
           enable-cache: true
           cache-dependency-glob: "uv.lock"
@@ -80,9 +80,9 @@ jobs:
         shell: bash
 
       - name: Docs Link Validation
-        uses: lycheeverse/lychee-action@v2
+        uses: lycheeverse/lychee-action@f613c4a64e50d792e0b31ec34bbcbba12263c6a6 # v2.3.0
         with:
-          lycheeVersion: v0.24.1
+          lycheeVersion: v0.22.0
           args: >-
             --exclude-loopback
             --accept 200,204,301,429
@@ -114,17 +114,17 @@ jobs:
         run: sudo chown -R $(whoami):$(whoami) ${{ github.workspace }} || true
 
       - name: Harden Runner
-        uses: step-security/harden-runner@v2
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
 
       - name: Substrate Purity Verification
         run: git clean -xfd -e .uv_cache
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
         with:
           enable-cache: true
           cache-dependency-glob: "uv.lock"
@@ -165,17 +165,17 @@ jobs:
         run: sudo chown -R $(whoami):$(whoami) ${{ github.workspace }} || true
 
       - name: Harden Runner
-        uses: step-security/harden-runner@v2
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
 
       - name: Substrate Purity Verification
         run: git clean -xfd -e .uv_cache
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
         with:
           enable-cache: true
           cache-dependency-glob: "uv.lock"
@@ -200,7 +200,7 @@ jobs:
         shell: bash
 
       - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v6
+        uses: codecov/codecov-action@053f9b74638557590800a301da1ba82351507e2c # v6.0.0
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
           fail_ci_if_error: true
@@ -231,17 +231,17 @@ jobs:
         run: sudo chown -R $(whoami):$(whoami) ${{ github.workspace }} || true
 
       - name: Harden Runner
-        uses: step-security/harden-runner@v2
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
 
       - name: Substrate Purity Verification
         run: git clean -xfd -e .uv_cache
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
         with:
           enable-cache: true
           cache-dependency-glob: "uv.lock"
diff --git a/.github/workflows/container-scan.yml b/.github/workflows/container-scan.yml
index b6b944e7..cfb99ae4 100644
--- a/.github/workflows/container-scan.yml
+++ b/.github/workflows/container-scan.yml
@@ -20,14 +20,14 @@ jobs:
       actions: read
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
 
       - name: Basic Check
         run: ls -la
 
       - name: Run Trivy vulnerability scanner in fs mode
         if: hashFiles('Dockerfile') != ''
-        uses: aquasecurity/trivy-action@master
+        uses: aquasecurity/trivy-action@a9c7b0f06e461e9d4b4d1711f154ee024b8d7ab8 # v0.36.0
         with:
           scan-type: 'fs'
           ignore-unfixed: true
@@ -37,7 +37,7 @@ jobs:
 
       - name: Upload Trivy scan results to GitHub Security tab
         if: hashFiles('Dockerfile') != ''
-        uses: github/codeql-action/upload-sarif@v4
+        uses: github/codeql-action/upload-sarif@f25eda876ebb741d872b63b9f2c6dfdd77f14b83 # v4.35.5
         with:
           sarif_file: 'trivy-results.sarif'
         continue-on-error: true
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index aa128525..32c3ca5f 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -24,17 +24,17 @@ jobs:
       url: ${{ steps.deployment.outputs.page_url }}
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@v2
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
         with:
           fetch-depth: 0
           fetch-tags: true
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
         with:
           enable-cache: true
           cache-dependency-glob: "uv.lock"
@@ -50,10 +50,10 @@ jobs:
         run: uv run zensical build --clean
 
       - name: Upload artifact
-        uses: actions/upload-pages-artifact@v3
+        uses: actions/upload-pages-artifact@fc324d3547104276b827a68afc52ff2a11cc49c9 # v5.0.0
         with:
           path: site
 
       - name: Deploy to GitHub Pages
         id: deployment
-        uses: actions/deploy-pages@v4
+        uses: actions/deploy-pages@cd2ce8fcbc39b97be8ca5fce6e763baed58fa128 # v5.0.0
diff --git a/.github/workflows/nightly-fuzzing.yml b/.github/workflows/nightly-fuzzing.yml
index 19d7e7a4..b6dd0557 100644
--- a/.github/workflows/nightly-fuzzing.yml
+++ b/.github/workflows/nightly-fuzzing.yml
@@ -18,14 +18,14 @@ jobs:
     timeout-minutes: 30
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@v2
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
         with:
           enable-cache: true
           cache-dependency-glob: "uv.lock"
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index b6807b0d..7db1b3c5 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -1,84 +1,177 @@
-name: Release
-
-on:
-  push:
-    tags:
-      - 'v*.*.*'
-      - '*.*.*'
-  release:
-    types: [published]
-
-permissions:
-  contents: write
-  id-token: write # Required for PyPI OIDC Trusted Publishing and Sigstore
-  pages: write    # Required for GitHub Pages deployment
-  actions: read   # Required for SBOM artifact access and download
-  # attestations: write # Required for SLSA build provenance
-
-env:
-  UV_PYTHON_PREFERENCE: "only-managed"
-  FORCE_JAVASCRIPT_ACTIONS_TO_NODE24: "true"
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: true
-
-jobs:
-  release:
-    runs-on: [self-hosted, hetzner, x64]
-    timeout-minutes: 30
-    environment: pypi
-    steps:
-      - name: Harden Runner
-        uses: step-security/harden-runner@v2
-        with:
-          egress-policy: audit
-
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0 # Required for hatch-vcs to calculate the version dynamically
-          fetch-tags: true # Crucial for annotated tags to resolve properly during build
-
-      - name: Install uv
-        uses: astral-sh/setup-uv@v5
-        with:
-          enable-cache: true
-          cache-dependency-glob: "uv.lock"
-          python-version: "3.14"
-
-      - name: Install dependencies
-        run: |
-          uv python uninstall 3.14t || true
-          uv python install 3.14
-          uv sync --all-extras --dev --python 3.14 --frozen
-
-      - name: Build Artifacts
-        run: uv build
-
-      - name: Generate SBOM
-        uses: anchore/sbom-action@v0
-        with:
-          format: spdx-json
-          output-file: sbom.spdx.json
-
-      - name: Publish to PyPI
-        uses: pypa/gh-action-pypi-publish@release/v1 # release/v1
-        with:
-          attestations: false # Requires Enterprise Cloud or public repo
-
-      - name: Sign Wheel
-        uses: sigstore/gh-action-sigstore-python@v3.3.0
-        with:
-          inputs: >-
-            dist/*.whl
-            dist/*.tar.gz
-          release-signing-artifacts: false
-
-      - name: Create GitHub Release
-        uses: softprops/action-gh-release@v2
-        with:
-          files: |
-            dist/*.whl
-            dist/*.tar.gz
-            dist/*.sigstore.json
-            sbom.spdx.json
+name: Release
+
+on:
+  push:
+    tags:
+      - 'v*.*.*'
+      - '*.*.*'
+  release:
+    types: [published]
+
+permissions:
+  contents: write
+  id-token: write # Required for PyPI OIDC Trusted Publishing and Sigstore
+  pages: write    # Required for GitHub Pages deployment
+  actions: read   # Required for SBOM artifact access and download
+  attestations: write # Required for SLSA build provenance
+
+env:
+  UV_PYTHON_PREFERENCE: "only-managed"
+  FORCE_JAVASCRIPT_ACTIONS_TO_NODE24: "true"
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  release:
+    runs-on: [self-hosted, hetzner, x64]
+    timeout-minutes: 30
+    environment: pypi
+    steps:
+      - name: Harden Runner
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
+        with:
+          egress-policy: audit
+
+      - name: Free up disk space
+        run: |
+          sudo rm -rf /usr/share/dotnet
+          sudo rm -rf /usr/local/lib/android
+          sudo rm -rf /opt/ghc
+          sudo rm -rf "/usr/local/share/boost"
+          sudo rm -rf "$AGENT_TOOLSDIRECTORY" || true
+
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        with:
+          fetch-depth: 0 # Required for hatch-vcs to calculate the version dynamically
+          fetch-tags: true # Crucial for annotated tags to resolve properly during build
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
+        with:
+          enable-cache: true
+          cache-dependency-glob: "uv.lock"
+          python-version: "3.14"
+
+      - name: Install dependencies
+        run: |
+          uv python uninstall 3.14t || true
+          uv python install 3.14
+          uv sync --all-extras --dev --python 3.14 --frozen
+
+      - name: Build Artifacts
+        run: uv build
+
+      - name: Docs Link Validation
+        uses: lycheeverse/lychee-action@f613c4a64e50d792e0b31ec34bbcbba12263c6a6 # v2.3.0
+        with:
+          format: spdx-json
+          output-file: sbom.spdx.json
+
+      - name: Generate SBOM
+        uses: anchore/sbom-action@e22c389904149dbc22b58101806040fa8d37a610 # v0.24.0
+        with:
+          format: spdx-json
+          output-file: sbom.spdx.json
+
+      - name: Generate SLSA Provenance
+        uses: actions/attest-build-provenance@db473fddc028af60658334401dc6fa3ffd8669fd # v2.3.0
+        with:
+          subject-path: |
+            dist/*.whl
+            dist/*.tar.gz
+
+      - name: Publish to PyPI
+        uses: pypa/gh-action-pypi-publish@7f25271a4aa483500f742f9492b2ab5648d61011 # v1.12.4
+        with:
+          skip-existing: true
+
+      - name: Sign Wheel
+        uses: sigstore/gh-action-sigstore-python@3714972e90c29367c3099955740445bb9cc233d6 # v3.3.0
+        with:
+          inputs: >-
+            dist/*.whl
+            dist/*.tar.gz
+          release-signing-artifacts: false
+
+      - name: Create GitHub Release
+        uses: softprops/action-gh-release@01570a1f39cb168c169c802c3bceb9e93fb10974 # v2.1.0
+        with:
+          files: |
+            dist/*.whl
+            dist/*.tar.gz
+            dist/*.sigstore.json
+            sbom.spdx.json
+
+  publish-container:
+    needs: release
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      packages: write
+      id-token: write
+      attestations: write
+    steps:
+      - name: Harden Runner
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
+        with:
+          egress-policy: audit
+
+      - name: Free up disk space
+        run: |
+          sudo rm -rf /usr/share/dotnet
+          sudo rm -rf /usr/local/lib/android
+          sudo rm -rf /opt/ghc
+          sudo rm -rf "/usr/local/share/boost"
+          sudo rm -rf "$AGENT_TOOLSDIRECTORY"
+
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+
+      - name: Log in to GitHub Container Registry
+        uses: docker/login-action@9780b0c442fbb1117ed29e0efdff1e18412f7567 # v3.3.0
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Extract metadata
+        id: meta
+        uses: docker/metadata-action@902fa8ec7d6ecbf8d84d538b9b233a880e428804 # v5.7.0
+        with:
+          images: ghcr.io/coreason-ai/coreason-runtime
+          tags: |
+            type=semver,pattern={{version}}
+            type=semver,pattern={{major}}.{{minor}}
+            type=sha
+            type=raw,value=latest
+
+      - name: Build and push Docker image
+        id: build-and-push
+        uses: docker/build-push-action@2cdde995de11925a030ce8070c3d77a52ffcf1c0 # v5.3.0
+        with:
+          context: .
+          push: true
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}
+
+      - name: Generate SBOM for Container
+        uses: anchore/sbom-action@e22c389904149dbc22b58101806040fa8d37a610 # v0.24.0
+        with:
+          image: ghcr.io/coreason-ai/coreason-runtime@${{ steps.build-and-push.outputs.digest }}
+          format: spdx-json
+          output-file: sbom-container.spdx.json
+          upload-release-assets: false
+
+      - name: Install Cosign
+        uses: sigstore/cosign-installer@3f20e214133d0983f9a10f3d63b0faf9241a3daa # v3.8.1
+
+      - name: Sign the image with Cosign
+        run: cosign sign --yes ghcr.io/coreason-ai/coreason-runtime@${{ steps.build-and-push.outputs.digest }}
+
+      - name: Generate SLSA Provenance for Container
+        uses: actions/attest-build-provenance@db473fddc028af60658334401dc6fa3ffd8669fd # v2.3.0
+        with:
+          subject-name: ghcr.io/coreason-ai/coreason-runtime
+          subject-digest: ${{ steps.build-and-push.outputs.digest }}
+          push-to-registry: true
diff --git a/.github/workflows/security.yml b/.github/workflows/security.yml
index 25fe5341..faca7518 100644
--- a/.github/workflows/security.yml
+++ b/.github/workflows/security.yml
@@ -20,7 +20,7 @@ jobs:
     runs-on: [self-hosted, hetzner, x64]
     timeout-minutes: 30
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
         with:
           fetch-depth: 0
       - name: Trufflehog Secret Scan
@@ -37,14 +37,14 @@ jobs:
     timeout-minutes: 30
     steps:
       - name: Harden Runner
-        uses: step-security/harden-runner@v2
+        uses: step-security/harden-runner@ab7a9404c0f3da075243ca237b5fac12c98deaa5 # v2.19.3
         with:
           egress-policy: audit
 
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
         with:
           enable-cache: true
           python-version: '3.14'
@@ -73,7 +73,7 @@ jobs:
         shell: bash
 
       - name: Upload SARIF Reports to GitHub Advanced Security
-        uses: github/codeql-action/upload-sarif@v4
+        uses: github/codeql-action/upload-sarif@f25eda876ebb741d872b63b9f2c6dfdd77f14b83 # v4.35.5
         with:
           sarif_file: .
         continue-on-error: true
diff --git a/Dockerfile b/Dockerfile
index 383eef5f..89cea237 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,21 +1,54 @@
 # 1. Builder Stage
 FROM python:3.14-slim AS builder
+
+# Optimized build: Use uv with cache mounting
 COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
+
+# Install build dependencies
+# hadolint ignore=DL3008
+RUN apt-get update && apt-get install -y --no-install-recommends git && \
+    rm -rf /var/lib/apt/lists/*
+
 WORKDIR /app
 
-# Install dependencies into a local .venv
+# Enable uv cache mounting to speed up repeated builds
+ENV UV_CACHE_DIR=/root/.cache/uv
+
+# Copy manifest files
 COPY pyproject.toml uv.lock ./
-RUN uv sync --frozen --no-install-project --no-dev
+COPY shims/ ./shims/
+# .dockerignore handles excluding .git if it exists, but we copy it if needed for hatch-vcs
+COPY .git/ ./.git/
+
+# Install dependencies into a local .venv
+# Use --extra to conditionally install heavy ML dependencies (inference group)
+ARG EXTRAS=""
+RUN --mount=type=cache,target=/root/.cache/uv \
+    if [ -z "$EXTRAS" ]; then \
+        uv sync --frozen --no-install-project --no-dev; \
+    else \
+        uv sync --frozen --no-install-project --no-dev --extra "$EXTRAS"; \
+    fi
 
 # Copy source and install the project
 COPY src ./src
-COPY README.md ./
-RUN uv sync --frozen --no-dev
+COPY README.md LICENSE ./
+RUN --mount=type=cache,target=/root/.cache/uv \
+    if [ -z "$EXTRAS" ]; then \
+        uv sync --frozen --no-dev; \
+    else \
+        uv sync --frozen --no-dev --extra "$EXTRAS"; \
+    fi
+
 
 # 2. Execution Stage
 FROM python:3.14-slim
 
+LABEL org.opencontainers.image.source="https://github.com/CoReason-AI/coreason-runtime"
+LABEL org.opencontainers.image.description="CoReason Runtime - Kinetic Execution Engine"
+
 # Defense-in-Depth: Create an unprivileged user to trap WASM escapes
+# We use a high UID to avoid collision with host users
 RUN useradd -u 10000 -m -s /bin/bash coreason && \
     mkdir -p /app/data/lancedb /app/data/plugins /app/data/bronze /app/data/silver /app/data/gold && \
     chown -R coreason:coreason /app
@@ -23,12 +56,16 @@ RUN useradd -u 10000 -m -s /bin/bash coreason && \
 WORKDIR /app
 
 # Copy the pre-built environment from the builder
+# Multi-stage copy ensures we don't carry over uv or build artifacts
 COPY --from=builder --chown=coreason:coreason /app/.venv /app/.venv
 COPY --from=builder --chown=coreason:coreason /app/src /app/src
 
 # Ensure the virtualenv is on the PATH
 ENV PATH="/app/.venv/bin:$PATH"
-ENV PYTHONPATH="/app/src:$PYTHONPATH"
+ENV PYTHONPATH="/app/src"
+# Force Python to not write .pyc files in production to save space/entropy
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV PYTHONUNBUFFERED=1
 
 # Drop root privileges
 USER coreason
diff --git a/alerts.json b/alerts.json
new file mode 100644
index 00000000..0b54dabe
Binary files /dev/null and b/alerts.json differ
diff --git a/pyproject.toml b/pyproject.toml
index c5bed674..b0833535 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,7 +11,7 @@ requires-python = "==3.14.*"
 authors = [{ name = "Gowtham A Rao", email = "gowtham.rao@coreason.ai" }]
 dependencies = [
     "aiohttp>=3.13.4",
-    "coreason-manifest>=0.70.0",
+    "coreason-manifest>=0.72.1",
     "cytoolz>=1.1.0",
     "fastapi>=0.135.2",
     "httpx>=0.28.1",
@@ -42,14 +42,10 @@ dependencies = [
     "uvloop>=0.22.1; sys_platform != 'win32'",
     "networkx>=3.4.2",
     "sympy>=1.13.3",
-    "sentence-transformers>=3.3.1",
-    "instructor>=1.7.0",
-    "outlines>=0.1.1",
-    "sglang>=0.5.10; sys_platform != 'win32'",
-    "xgrammar>=0.1.9",
-    "openai>=1.0.0",
     "nvidia-ml-py>=12.535.133",
     "graphiti-core>=0.29.0",
+    "instructor>=1.7.0",
+    "openai>=1.0.0",
     "neo4j>=5.26.0",
     "opentelemetry-api>=1.33.0",
     "opentelemetry-sdk>=1.33.0",
@@ -77,6 +73,14 @@ classifiers = [
     "Topic :: Software Development :: Libraries :: Python Modules",
 ]
 
+[project.optional-dependencies]
+inference = [
+    "sentence-transformers>=3.3.1",
+    "sglang>=0.5.10; sys_platform == 'linux'",
+    "outlines>=0.1.1",
+    "xgrammar>=0.1.9",
+]
+
 [dependency-groups]
 dev = [
     "pytest>=9.0.3",
diff --git a/uv.lock b/uv.lock
index 97d5f746..a9f952d0 100644
--- a/uv.lock
+++ b/uv.lock
@@ -171,14 +171,14 @@ name = "anthropic"
 version = "0.101.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "anyio", marker = "sys_platform != 'win32'" },
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-    { name = "sniffio", marker = "sys_platform != 'win32'" },
-    { name = "typing-extensions", marker = "sys_platform != 'win32'" },
+    { name = "anyio", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "distro", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "docstring-parser", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "httpx", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "jiter", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "pydantic", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "sniffio", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "typing-extensions", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/b5/cb/9d0123243e749ac3a579972b2c398971bce1dc57bcc4efb08066df610360/anthropic-0.101.0.tar.gz", hash = "sha256:1116a6a87c55757e0fbe3e1ba40804fbd04de7963601a6dd6b539a889f18de3e", size = 758603, upload-time = "2026-05-11T15:46:33.944Z" }
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 version = "0.1.11"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "sys_platform != 'win32'" },
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 ]
 sdist = { url = "https://files.pythonhosted.org/packages/6d/3d/4b9226cd45aa800a6904603dda9b323d728f3c3869952a673f3483b78b19/apache_tvm_ffi-0.1.11.tar.gz", hash = "sha256:153cd2c5a9717804cb0bcd9b2709f22a1e5f80ed05b5a490faf5949b136eedba", size = 2798354, upload-time = "2026-05-04T17:48:43.852Z" }
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-    { name = "pycryptodomex", marker = "sys_platform != 'win32'" },
-    { name = "urllib3", marker = "sys_platform != 'win32'" },
+    { name = "filelock", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "lxml", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "pycryptodomex", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "urllib3", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
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 sdist = { url = "https://files.pythonhosted.org/packages/9d/a9/a34e8153b0203d9060ff7aa5dfcd175e161117949697a83c4cc003b523ff/blobfile-3.0.0.tar.gz", hash = "sha256:32ec777414de7bb2a76ca812a838f0d33327ca28ae844a253503cde625cdf2f1", size = 77863, upload-time = "2024-08-27T00:02:53.092Z" }
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@@ -376,9 +374,9 @@ name = "build"
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-    { name = "colorama", marker = "os_name == 'nt' and sys_platform != 'win32'" },
-    { name = "packaging", marker = "sys_platform != 'win32'" },
-    { name = "pyproject-hooks", marker = "sys_platform != 'win32'" },
+    { name = "colorama", marker = "os_name == 'nt' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "packaging", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
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 sdist = { url = "https://files.pythonhosted.org/packages/78/e0/df5e171f685f82f37b12e1f208064e24244911079d7b767447d1af7e0d70/build-1.5.0.tar.gz", hash = "sha256:302c22c3ba2a0fd5f3911918651341ebb3896176cbdec15bd421f80b1afc7647", size = 89796, upload-time = "2026-04-30T03:18:25.17Z" }
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-    { name = "torch", marker = "sys_platform != 'win32'" },
-    { name = "transformers", marker = "sys_platform != 'win32'" },
+    { name = "loguru", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "pydantic", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "torch", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "transformers", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/98/c0/8fb99aa86bc538d3a025749633d1d0105d849b35eb240ba7ba30e22de49b/compressed_tensors-0.15.1a20260409.tar.gz", hash = "sha256:a9a477691c2887bc8d2c46aef82aa60c85fe1f014cacb2218b423904aff04f4d", size = 238217, upload-time = "2026-04-09T21:21:52.922Z" }
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@@ -542,7 +540,7 @@ wheels = [
 
 [[package]]
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-version = "0.70.0"
+version = "0.72.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "canonicaljson" },
@@ -552,9 +550,9 @@ dependencies = [
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 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b6/ea/ff853e537b3a03cd6582fca71ff8b299605940e78b2ab01f3e885ca745ea/coreason_manifest-0.70.0.tar.gz", hash = "sha256:3a72d33989d8840481aa52308057a58040b1f416307591f8c9ccdecb35ba34f1", size = 892714, upload-time = "2026-05-15T02:46:02.018Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ea/79/5ac98d189dd3536a1fb6cd990de65397dba47a0adc7b13cca601a4081291/coreason_manifest-0.72.1.tar.gz", hash = "sha256:da61b0172dc768bf8616851a207d0aaa749b8a6dc068fdd0fc54cd4cdbd43620", size = 896182, upload-time = "2026-05-15T15:05:13.551Z" }
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+    { url = "https://files.pythonhosted.org/packages/b3/44/c2f682b413f808cf5e15af29a8a9509c0792401815ab3bc9fb7f4bf1597a/coreason_manifest-0.72.1-py3-none-any.whl", hash = "sha256:18a72c310bd6aa0cee10f9c4b16c5cac495df2880c0b0956f748249df5182fd4", size = 201700, upload-time = "2026-05-15T15:05:11.675Z" },
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 [[package]]
@@ -582,7 +580,6 @@ dependencies = [
     { name = "opentelemetry-exporter-otlp" },
     { name = "opentelemetry-instrumentation-fastapi" },
     { name = "opentelemetry-sdk" },
-    { name = "outlines" },
     { name = "partial-json-parser" },
     { name = "pillow" },
     { name = "polars" },
@@ -598,14 +595,19 @@ dependencies = [
     { name = "pyyaml" },
     { name = "pyzmq" },
     { name = "requests" },
-    { name = "sentence-transformers" },
-    { name = "sglang", marker = "sys_platform != 'win32'" },
     { name = "starlette" },
     { name = "sympy" },
     { name = "temporalio" },
     { name = "typer" },
     { name = "uvicorn" },
     { name = "uvloop", marker = "sys_platform != 'win32'" },
+]
+
+[package.optional-dependencies]
+inference = [
+    { name = "outlines" },
+    { name = "sentence-transformers" },
+    { name = "sglang", marker = "sys_platform == 'linux'" },
     { name = "xgrammar" },
 ]
 
@@ -642,7 +644,7 @@ dev = [
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     { name = "aiohttp", specifier = ">=3.13.4" },
-    { name = "coreason-manifest", specifier = ">=0.70.0" },
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     { name = "fastapi", specifier = ">=0.135.2" },
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@@ -661,7 +663,7 @@ requires-dist = [
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     { name = "opentelemetry-instrumentation-fastapi", specifier = ">=0.52b0" },
     { name = "opentelemetry-sdk", specifier = ">=1.33.0" },
-    { name = "outlines", specifier = ">=0.1.1" },
+    { name = "outlines", marker = "extra == 'inference'", specifier = ">=0.1.1" },
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     { name = "pillow", specifier = ">=12.2.0" },
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@@ -677,16 +679,17 @@ requires-dist = [
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     { name = "pyzmq", specifier = ">=27.1.0" },
     { name = "requests", specifier = ">=2.33.0" },
-    { name = "sentence-transformers", specifier = ">=3.3.1" },
-    { name = "sglang", marker = "sys_platform != 'win32'", specifier = ">=0.5.10" },
+    { name = "sentence-transformers", marker = "extra == 'inference'", specifier = ">=3.3.1" },
+    { name = "sglang", marker = "sys_platform == 'linux' and extra == 'inference'", specifier = ">=0.5.10" },
     { name = "starlette", specifier = ">=1.0.0" },
     { name = "sympy", specifier = ">=1.13.3" },
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     { name = "uvloop", marker = "sys_platform != 'win32'", specifier = ">=0.22.1" },
-    { name = "xgrammar", specifier = ">=0.1.9" },
+    { name = "xgrammar", marker = "extra == 'inference'", specifier = ">=0.1.9" },
 ]
+provides-extras = ["inference"]
 
 [package.metadata.requires-dev]
 dev = [
@@ -761,7 +764,7 @@ name = "cuda-bindings"
 version = "12.9.6"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "cuda-pathfinder", marker = "sys_platform != 'win32'" },
+    { name = "cuda-pathfinder", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
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@@ -783,7 +786,7 @@ name = "cuda-python"
 version = "12.9.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "cuda-bindings", marker = "sys_platform != 'win32'" },
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-    { name = "tqdm", marker = "sys_platform != 'win32'" },
-    { name = "xxhash", marker = "sys_platform != 'win32'" },
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+    { name = "tqdm", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
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