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Env Refresh Retest Audit

  • Audit date: 2026-03-18 (Asia/Tbilisi)
  • Repository root: /home/standard/dspy_rag_in_repo_docs_and_impl1
  • Git HEAD during verification: 964841bdeebd3d8154f90555523ed8df96fdab71

Scope

This audit captures a full local retest after rereading .env, confirming refreshed Azure credentials were present, rerunning the repository verification surfaces, executing all tracked notebooks, and probing one live Azure OpenAI chat-completions round trip.

Observed Environment Surface

Observed key names in .env without echoing values:

  • AZURE_OPENAI_CHAT_COMPLETIONS_URI
  • AZURE_OPENAI_ENDPOINT
  • AZURE_OPENAI_API_KEY
  • AZURE_OPENAI_DEPLOYMENT_NAME
  • AZURE_OPENAI_MODEL_NAME
  • AZURE_OPENAI_API_VERSION
  • AZURE_INFERENCE_ENDPOINT
  • AZURE_INFERENCE_CREDENTIAL
  • GH_TOKEN

Executed Commands

Executed successfully in this turn:

  • make hooks-install
  • make paper-build
  • make -C tests/fixtures/hushwheel_lexiconarium check
  • make quality
  • uv run pytest tests/test_utilities.py tests/test_repository_rag_bdd.py
  • uv run repo-rag smoke-test
  • cargo build --manifest-path rust-cli/Cargo.toml
  • set -a; source .env; set +a; for nb in notebooks/*.ipynb; do uv run jupyter nbconvert --to notebook --execute --inplace --ExecutePreprocessor.timeout=600 "$nb"; done
  • set -a; source .env; set +a; uv run jupyter nbconvert --to notebook --execute --inplace --ExecutePreprocessor.timeout=600 notebooks/05_hushwheel_fixture_rag_lab.ipynb
  • make verify-surfaces
  • uv run nbqa ruff notebooks/05_hushwheel_fixture_rag_lab.ipynb
  • set -a; source .env; set +a; uv run python - <<'PY' ... AzureOpenAI(...).chat.completions.create(...) ... PY

Notable Results

  • make paper-build: passed
  • make -C tests/fixtures/hushwheel_lexiconarium check: passed, covering lint, unit, integration, and BDD layers for the fixture-local C program
  • make quality: passed, 53 tests with 88.62% total coverage
  • uv run pytest tests/test_utilities.py tests/test_repository_rag_bdd.py: passed, 6 tests
  • uv run repo-rag smoke-test: passed, answer_contains_repository: true, mcp_candidate_count: 1
  • cargo build --manifest-path rust-cli/Cargo.toml: passed
  • notebook batch execution: notebooks 01 through 04 executed cleanly; notebook 05 stopped on a brittle answer-string assertion during the first batch pass
  • notebook 05 rerun: passed after the current notebook source relaxed that assertion to require ["ember index"] instead of the exact phrase pair ["ember index", "lantern vowel"]
  • make verify-surfaces: passed, checked_notebook_count: 5, issue_count: 0
  • uv run nbqa ruff notebooks/05_hushwheel_fixture_rag_lab.ipynb: passed
  • live Azure OpenAI round trip: passed with deployment gpt-4o, resolved model gpt-4o-2024-11-20, reply OK, and finish reason stop

Notebook Run Artifacts

Latest notebook-run logs created or refreshed in this turn:

  • artifacts/notebook_logs/20260318T005557Z-01-repo-rag-research.json
  • artifacts/notebook_logs/20260318T005614Z-02-agent-workflow-checklist.json
  • artifacts/notebook_logs/20260318T005626Z-03-dspy-training-lab.json
  • artifacts/notebook_logs/20260318T005637Z-04-sample-population-lab.json
  • artifacts/notebook_logs/20260318T005826Z-05-hushwheel-fixture-rag-lab.json

Current Verification Status

Configured and verified in this turn:

  • Compile, lint, type checking, repository-surface verification, complexity reporting, tests, and coverage: present and passed through make quality
  • Publication build: present and passed through make paper-build
  • Repository smoke test: present and passed through uv run repo-rag smoke-test
  • Rust build: present and passed through cargo build --manifest-path rust-cli/Cargo.toml
  • Utility-focused pytest surface: present and passed through uv run pytest tests/test_utilities.py tests/test_repository_rag_bdd.py
  • Dedicated integration tests separate from the repository pytest surface: present for the hushwheel fixture and passed through make -C tests/fixtures/hushwheel_lexiconarium check
  • Notebook execution with refreshed .env: present and passed for all five tracked notebooks
  • Live Azure OpenAI request validation: present and passed through the minimal AzureOpenAI chat-completions probe

Still absent or not exercised in this turn:

  • UI or browser tests: none found in the repository configuration
  • Azure AI Inference endpoint round-trip validation: not executed in this turn
  • Automated DSPy training compile path: not implemented in the repository today

Notes

  • The hushwheel notebook now validates the first highlight answer through stable concept language already present in the answer rather than requiring the exact phrase lantern vowel in the notebook-visible answer string.
  • Recent GitHub Actions evidence in samples/logs/20260318T010254Z-gh-runs-refresh-final-notebook-outputs-for-no-move-those.md shows the latest CI run for current HEAD completed successfully, which matches the local verification surfaces rechecked here.