docs: add Matteo Collina practitioner insight (bottleneck shift thesis)
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>
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@ -905,6 +905,7 @@ Sources for [§3 The Reality of AI Productivity](#the-reality-of-ai-productivity
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- **ThoughtWorks Technology Radar** — AI-assisted development maturity model
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- **Martin Fowler on AI Pair Programming** — Patterns for effective human-AI collaboration
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- **OCTO Technology: Le développement à l'ère des agents IA** — [blog.octo.com](https://blog.octo.com/le-developpement-logiciel-a-l-ere-des-agents-ia) — Organizational perspective on AI-augmented development: pairs as minimal team unit (bus factor), bottleneck shifts from technical to functional requirements, junior developer integration via pair programming and deliberate practice. Managerial focus — useful context for team leads.
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- **Matteo Collina: The Human in the Loop** — [adventures.nodeland.dev](https://adventures.nodeland.dev/archive/the-human-in-the-loop/) — Node.js TSC Chair on the bottleneck shift from coding to reviewing. Response to Arnaldi's "Death of Software Development." Key thesis: AI amplifies productivity, but judgment and accountability remain human responsibilities. Quote: "The human in the loop isn't a limitation. It's the point." See [detailed analysis](./ai-ecosystem.md#matteo-collina-nodejs-tsc-chair).
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### Educational Frameworks
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