Tag: ai

All the articles with the tag "ai".

• Experimenting with the Entire CLI for AI Code Attribution

  Published: 3 Mar, 2026

  • 5 min read

  A two-run case study of Entire CLI attribution: what the first test left ambiguous, what the prompt-only rerun clarified, and what still needs interpretation.

• linkledger-cli: A Local-First Memory Layer for AI Agents

  Published: 26 Feb, 2026

  • 7 min read

  

  How I built a local-first memory layer that captures sources quickly and returns compact, source-backed context for AI agents.

• The dark factory is not the point

  Published: 23 Feb, 2026

  • 4 min read

  

  A pragmatic guide for engineers and leaders: scale AI coding autonomy by investing in verification, quality gates, and evidence pipelines.

• The AI-Native Shift: If You Work on a Screen, This Is For You

  Published: 12 Feb, 2026

  • 5 min read

  

  AI got great at coding first because it compounds. The real shift is for anyone who works on a screen: turn intent into output faster and iterate more.

• MCP + Skills = connectivity + expertise

  Published: 6 Feb, 2026

  • 5 min read

  A pragmatic agent stack: runtime + MCP servers for access + skills for repeatable procedure. How to decide what to build where.