Christian Nennemann 439424bd04 Fix security, data integrity, and accuracy issues from 4-perspective review ...

Security fixes:
- Fix SQL injection in db.py:update_generation_run (column name whitelist)
- Flask SECRET_KEY from env var instead of hardcoded
- Add LLM rating bounds validation (_clamp_rating, 1-10)
- Fix JSON extraction trailing whitespace handling

Data integrity:
- Normalize 21 legacy category names to 11 canonical short forms
- Add false_positive column, flag 73 non-AI drafts (361 relevant remain)
- Document verified counts: 434 total/361 relevant drafts, 557 authors, 419 ideas, 11 gaps

Code quality:
- Fix version string 0.1.0 → 0.2.0
- Add close()/context manager to Embedder class
- Dynamic matrix size instead of hardcoded "260x260"

Blog accuracy:
- Fix EU AI Act timeline (enforcement Aug 2026, not "18 months")
- Distinguish OAuth consent from GDPR Einwilligung
- Add EU AI Act Annex III context to hospital scenario
- Add FIPA, eIDAS 2.0 references where relevant

Methodology:
- Add methodology.md documenting pipeline, limitations, rating rubric
- Add LLM-as-judge caveats to analyzer.py
- Document clustering threshold rationale

Reviews from: legal (German/EU law), statistics, development, science perspectives.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

2026-03-08 10:52:33 +01:00

..

blog-series

Fix security, data integrity, and accuracy issues from 4-perspective review

2026-03-08 10:52:33 +01:00

generated-drafts

Add ASCII art figures to all 6 generated Internet-Drafts

2026-03-04 02:20:39 +01:00

reviews

Fix security, data integrity, and accuracy issues from 4-perspective review

2026-03-08 10:52:33 +01:00

authors.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

blog-post.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

centrality.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

co-occurrence.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

dev-journal.md

Fix security, data integrity, and accuracy issues from 4-perspective review

2026-03-08 10:52:33 +01:00

digest.md

IETF Draft Analyzer v0.1.0 — track, categorize, and rate AI/agent drafts

2026-02-28 00:36:45 +01:00

draft-family-consistency.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

draft-narvaneni-agent-uri.md

IETF Draft Analyzer v0.1.0 — track, categorize, and rate AI/agent drafts

2026-02-28 00:36:45 +01:00

gaps.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

holistic-agent-ecosystem-draft-outlines.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

idea-overlap.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

ideas.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

improvement-ideas.md

Idea quality pipeline, web UI features, academic paper

2026-03-06 22:17:57 +01:00

landscape.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

methodology.md

Fix security, data integrity, and accuracy issues from 4-perspective review

2026-03-08 10:52:33 +01:00

overlap-clusters.md

IETF Draft Analyzer v0.1.0 — track, categorize, and rate AI/agent drafts

2026-02-28 00:36:45 +01:00

overlap-matrix.md

v0.2.0: visualizations, interactive browser, arXiv paper, gap analysis

2026-02-28 13:37:55 +01:00

overview.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

platform-improvement-plan.md

Platform upgrade: semantic search, citations, readiness, tests, Docker

2026-03-07 20:52:56 +01:00

refs.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

revisions.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

sprint-plan.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

status.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

team-blocs.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

timeline.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00

trends.md

v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

2026-03-04 00:48:57 +01:00