Add Node.js TSC Chair's perspective on human judgment in AI-assisted development:
- Full entry in ai-ecosystem.md Practitioner Insights section
- Reference in learning-with-ai.md Practitioner Perspectives
- YAML index entries in reference.yaml
Key concepts integrated:
- Bottleneck shift from coding to reviewing
- "The human in the loop isn't a limitation. It's the point."
- Cultural warning against "AI wrote it" as excuse
- Data: Review time +91%, 96% developers don't trust AI code
Context: Response to Arnaldi's "Death of Software Development" (Jan 2026)
Co-Authored-By: Claude <noreply@anthropic.com>
Added organizational perspective on AI-augmented development to
Practitioner Perspectives section. Key insights: pairs as minimal
team unit (bus factor), bottleneck shifts to functional requirements.
Co-Authored-By: Claude <noreply@anthropic.com>
Added:
- ultimate-guide.md: Trust Calibration section (1.7) with research-backed verification strategies
- ultimate-guide.md: Infrastructure as Code Skills (Anton Babenko's terraform-skill)
- learning-with-ai.md: "The Vibe Coding Trap" anti-pattern (Karpathy, Feb 2025)
- learning-with-ai.md: "Reality of AI Productivity" section with research
- learning-with-ai.md: External resource link to leerob.com/ai (AI fundamentals)
- IDEAS.md: "Vibe Coding Discourse" watching entry
Changed:
- reference.yaml: Complete line number synchronization (~55 entries)
Guide grew from ~9900 to 11154 lines; all deep_dive references updated
- Version bump: 3.9.5 → 3.9.6
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
