Qualify bounded local runtimes, Python retrieval and R2 for server 0.3.6

.github/workflows/publish-worker-container.yml

@@ -8,7 +8,7 @@ on:
         required: true
         type: choice
         options:
-          - server-v0.3.5
+          - server-v0.3.6
       confirm:
         description: I have reviewed the release evidence and worker capability notes
         required: true
@@ -17,7 +17,7 @@ on:
 permissions: {}
 
 concurrency:
-  group: publish-server-container-v0.3.5
+  group: publish-server-container-v0.3.6
   cancel-in-progress: false
 
 jobs:
@@ -45,7 +45,7 @@ jobs:
           set -euo pipefail
           test "$GITHUB_REF" = "refs/heads/main"
           test "$CONFIRM" = "true"
-          test "$RELEASE_TAG" = "server-v0.3.5"
+          test "$RELEASE_TAG" = "server-v0.3.6"
           git fetch --force --tags origin
           test "$(git cat-file -t "refs/tags/${RELEASE_TAG}")" = "tag"
           source_sha="$(git rev-parse "${RELEASE_TAG}^{commit}")"
@@ -102,12 +102,12 @@ jobs:
           sbom: true
           provenance: mode=max
           build-args: |
-            VYRAL_IMAGE_VERSION=0.3.5
+            VYRAL_IMAGE_VERSION=0.3.6
             VYRAL_IMAGE_REVISION=${{ needs.validate.outputs.source_sha }}
-          tags: ghcr.io/univeracity/vyral-server:0.3.5
+          tags: ghcr.io/univeracity/vyral-server:0.3.6
           labels: |
             org.opencontainers.image.source=https://github.com/Univeracity/vyral
-            org.opencontainers.image.version=0.3.5
+            org.opencontainers.image.version=0.3.6
             org.opencontainers.image.revision=${{ needs.validate.outputs.source_sha }}
 
       - name: Qualify the exact published worker image
@@ -146,7 +146,7 @@ jobs:
       - name: Retain published-image evidence
         uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
         with:
-          name: server-container-server-v0.3.5
+          name: server-container-server-v0.3.6
           path: artifacts/publish
           if-no-files-found: error
           retention-days: 30

.github/workflows/python-runtime-qualification.yml

@@ -36,6 +36,8 @@ jobs:
     steps:
       - name: Check out repository
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
+        with:
+          fetch-depth: 0
 
       - name: Set up Python
         uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
@@ -61,6 +63,12 @@ jobs:
           python -m coverage report --fail-under=77.5 --precision=1
           python -m mypy --config-file runtimes/python/pyproject.toml runtimes/python/src/vyral_runtime runtimes/python/tests/typecheck_consumer.py runtimes/python/tests/test_record_store.py
 
+      - name: Qualify high-dimensional retrieval against the frozen source baseline
+        run: >-
+          python scripts/benchmark-python-vector-search.py
+          --records 100 --dimensions 384 --repeats 1
+          --output artifacts/qualification/vector-parity.json
+
       - name: Build and consume clean artifacts
         run: |
           python -m build --sdist --wheel --outdir artifacts/python-runtime runtimes/python

.github/workflows/release-integrity.yml

@@ -148,7 +148,7 @@ jobs:
           docker buildx build \
             --file Dockerfile \
             --tag "vyral-server-mcp-qualification:${{ github.sha }}" \
-            --build-arg VYRAL_IMAGE_VERSION=0.3.5 \
+            --build-arg VYRAL_IMAGE_VERSION=0.3.6 \
             --build-arg VYRAL_IMAGE_REVISION="${{ github.sha }}" \
             --sbom=true \
             --provenance=mode=max \

.gitignore

@@ -61,6 +61,8 @@ docs/reference/*
 !docs/reference/execution-runtime-limitations.md
 !docs/reference/python-retrieval-qualification.md
 !docs/reference/stability.md
+!docs/reference/local-runtime-providers.md
+!docs/reference/cloudflare-r2-qualification.md
 .agent-state/
 .agent-artifacts/
 .vyral/

Dockerfile

@@ -18,7 +18,7 @@ RUN dotnet restore src/Vyral.Server/Vyral.Server.csproj --locked-mode --disable-
 
 FROM mcr.microsoft.com/dotnet/aspnet:10.0-noble-chiseled-extra@sha256:00e0ad6a7ef8c0c1391b87f05c7ac757a15740455688f2bfcd146a3f4b987efd
 
-ARG VYRAL_IMAGE_VERSION=0.3.5
+ARG VYRAL_IMAGE_VERSION=0.3.6
 ARG VYRAL_IMAGE_REVISION=local
 LABEL org.opencontainers.image.title="Vyral Server" \
       org.opencontainers.image.description="Provider-portable records, retrieval, durable execution, and MCP server" \