Evidence-backed maintenance

Detect changes.
Review before publishing.

A daily server process reads allowlisted primary sources through the bounded safe-fetch service, prepares source-evidenced private drafts and claims a small editorial queue. No detected text, generated draft or queue claim can publish itself.

What “fresh” means here

Pages display their genuine reviewed date and version. Source checks show whether upstream text changed. A first baseline is only a comparison point, not content approval. Checks do not prove every claim remains correct. Publication requires a named editorial decision, reviewed lesson change, Git commit, released version and public history record.

Primary sourceLessonsLast checkedLast reviewedUpdate pendingCheck status
Anthropic: Prompt engineering overviewTTC-1022026-10-05 05:32 CESTNot reviewedNoNo change detected
Compose Specification project: Compose SpecificationTTC-1202026-10-05 05:32 CESTNot reviewedNoNo change detected
Dublin Core Metadata Initiative: DCMI Metadata TermsTTC-1092026-10-05 05:32 CESTNot reviewedNoNo change detected
European Commission: Ethical guidelines for educators on the use of AI and data in teaching and learningTTC-1062026-10-05 05:32 CESTNot reviewedNoNo change detected
European Union: Regulation (EU) 2016/679 (General Data Protection Regulation)TTC-104, TTC-1112026-10-05 05:32 CESTNot reviewedNoCheck failed
European Union: Regulation (EU) 2024/1689 (Artificial Intelligence Act)TTC-105, TTC-115, TTC-1192026-10-05 05:32 CESTNot reviewedNoCheck failed
Git project: git-revert: Revert some existing commitsTTC-1132026-10-05 05:32 CESTNot reviewedNoNo change detected
Google: Rules of Machine Learning: Best Practices for ML EngineeringTTC-1102026-10-05 05:32 CESTNot reviewedNoNo change detected
Google Cloud: Introduction to promptingTTC-1022026-10-05 05:32 CESTNot reviewedNoNo change detected
Google Research: The ML Test Score: A Rubric for ML Production Readiness and Technical Debt ReductionTTC-1172026-10-05 05:32 CESTNot reviewedNoNo change detected
National Institute of Standards and Technology: AI RMF Playbook: MeasureTTC-110, TTC-1172026-10-05 05:32 CESTNot reviewedNoNo change detected
National Institute of Standards and Technology: Artificial Intelligence Risk Management Framework (AI RMF 1.0)TTC-101, TTC-105, TTC-108, TTC-115, TTC-1192026-10-05 05:32 CESTNot reviewedNoNo change detected
National Institute of Standards and Technology: Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence ProfileTTC-101, TTC-103, TTC-107, TTC-114, TTC-1182026-10-05 05:32 CESTNot reviewedYes — private reviewChange needs review
National Institute of Standards and Technology: NIST Privacy FrameworkTTC-1042026-10-05 05:32 CESTNot reviewedNoNo change detected
National Institute of Standards and Technology: Security and Privacy Controls for Information Systems and Organizations: AC-6 Least PrivilegeTTC-1162026-10-05 05:32 CESTNot reviewedNoNo change detected
Neural Information Processing Systems Foundation: Retrieval-Augmented Generation for Knowledge-Intensive NLP TasksTTC-1182026-10-05 05:32 CESTNot reviewedNoNo change detected
OpenAI: Custom instructions with AGENTS.mdTTC-108, TTC-112, TTC-1202026-10-05 05:32 CESTNot reviewedNoNo change detected
Open Container Initiative: Open Container Initiative Image Format SpecificationTTC-1202026-10-05 05:32 CESTNot reviewedNoNo change detected
OWASP Foundation: LLM01: Prompt InjectionTTC-1162026-10-05 05:32 CESTNot reviewedNoNo change detected
Proceedings of Machine Learning Research: Parameter-Efficient Transfer Learning for NLPTTC-1182026-10-05 05:32 CESTNot reviewedYes — private reviewChange needs review
Semantic Versioning project: Semantic Versioning 2.0.0TTC-1132026-10-05 05:32 CESTNot reviewedNoNo change detected
UNESCO: Guidance for generative AI in education and researchTTC-1062026-10-05 05:32 CESTNot reviewedNoNo change detected
United States Copyright Office: Copyright and Artificial IntelligenceTTC-1142026-10-05 05:32 CESTNot reviewedNoNo change detected
World Wide Web Consortium: Making Audio and Video Media AccessibleTTC-1072026-10-05 05:32 CESTNot reviewedNoNo change detected
World Wide Web Consortium: PROV-DM: The PROV Data ModelTTC-103, TTC-109, TTC-1112026-10-05 05:32 CESTNot reviewedNoNo change detected
World Wide Web Consortium: Web Content Accessibility Guidelines (WCAG) 2.2TTC-1072026-10-05 05:32 CESTNot reviewedNoNo change detected
YAML Language Development Team: YAML Ain't Markup Language (YAML) Version 1.2.2TTC-1122026-10-05 05:32 CESTNot reviewedNoNo change detected

Published review history

2 detected changes remain private while editors review the evidence; 2 currently claimed for review.

No source-change review has been published yet.