dashboard: add #harness + #harness-appendix sections (v3 design integration)

calibrate(jury): v1.1+v1.1.1 — fix weighting bugs; recency-position paraphrase clause

rubric: clarify groundedness reference scope (snippets-only) for v1.1 gold (#20)

fix(types): four mypy errors blocking CI

docs(harness,readme): two re-review must-fix items

fix(judges,calibration,harness): three Codex adversarial-review findings

fix(judges,calibration): five review follow-ups (items 5, 6, 7, 9, 10)

fix(judges): four review-blocking bugs (review items 1–4 + 8)

refactor(metrics): delete superseded LLM judges (answer_faithfulness etc.)

refactor(harness): migrate to per-dimension Judge layer (drop faithfulness/correctness)

feat(config): add evaluation.judge_dimensions field

feat(calibration): generate_kappa_table with strict/warn modes

feat(scripts): run_calibration.py orchestrator for Steps A/C/D

feat(goldens): add source_snippets to 8 FastAPI calibration items

feat(calibration): 30-item stratified calibration_v1 sample

feat(calibration): hand-rolled cohen_kappa, gwets_ac2, bootstrap_ci

feat(variance): PermutedJudge + Jury — N permutations and multi-judge aggregator

feat(judges): CitationFaithfulnessJudge with all-or-nothing aggregation

feat(judges): CompletenessJudge + three-point reference-based rubric

feat(judges): RelevanceJudge + anchored three-point rubric

feat(judges): GroundednessJudge + anchored binary rubric

feat(judges): _call_judge_with_retry helper with strict-reprompt + abstain

feat(judges): MockJudge with LookupError on missing keys

feat(judges): Judge ABC with judge_id derived from model + dimension

feat(judges): Rubric markdown loader with aggressive validation

feat(judges): ScoreResult + abstain-reason constants

Redesign landing page: paper+ink visual system, instrumented pipeline, OWASP badges

feat(landing): OWASP coverage subtitle + LLM05 tooltip on corpus chips

fix(landing): align OWASP chip tooltips with actual defense paths

feat(landing): add OWASP security-demo chips to landing page

docs(landing): add OWASP mapping subtitle to Security panel

fix(audit): catch all write errors so audit failures can't crash requests

docs: step 8.1 — tagline reframe + README honest-scope + rename closure

feat(eval): Week 1 step 5 — 25-question K8s golden dataset + grounded_refusal fix

feat(serving): Week 1 step 7 — showcase UI launch polish

chore(eval): pin gpt-4o-mini snapshot + wire fastapi golden_dataset + pre-commit tolerances

feat: K8s pilot corpus — 8 pages + config entry + JSON rewrite

feat: evaluate.py --corpus flag + CorpusConfig.golden_dataset

feat: add 6-question K8s golden pilot dataset

feat: extend GoldenQuestion with source_pages and source_sections

fix: batch-3 adversarial review findings

feat: K8s corpus config entry, ingestion target, curation policy

feat: dashboard corpus selector, chip swap, chat tags

refactor: address batch-2 review feedback

feat: parameterized system prompt template

feat: SSE meta event carries corpus + corpus_label

feat: per-request corpus routing via Literal validation

security: fail-closed on secret extraction and env var leakage

refactor: address batch-1 review feedback

feat: support multi-corpus golden dataset schema