Skip to content
AI Development Knowledge Base

AI Development Knowledge Base

A curated knowledge base on AI engineering — practitioner research, governance and assurance frameworks, and security libraries.
Start with the research View on GitHub
Research Practitioner profiles and cross-cutting analysis — evals, coding agents, models, agent protocols, and memory.
AI Governance Internal governance frameworks, control templates, and standards: ISO/IEC 42001, NIST AI RMF, EU AI Act.
AI Assurance Professional assurance standards and the AI assurance market landscape, including regulator analyses.
Assurance Toolkit A blueprint for a production-grade AI assurance toolkit for engagements at APRA-regulated entities.
AI Security AI-specific security frameworks — MITRE ATLAS, secure-AI guidelines, and an agentic-AI security library.