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Apr 07, 2026·8 min read
Making Claude’s research cache an on-demand skill
I kept my research cache and skills, but removed the global trigger that made Claude load them on every task. Here is what worked, what added friction, and why I now invoke research when needed.
Claude CodeAISkills+3 more
Jan 23, 2026·6 min read
AI as an abstraction layer: reviewing outcomes and implementation
How AI-assisted development compares with earlier abstractions such as SMTP libraries, and why I expect more of our work to involve specifying and verifying outcomes.
AIDevelopmentMCP+1 more