What Is An Agent Harness? The Pattern Behind Every AI Coder
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Give Claude Code A Voice
An agent that works for ten minutes has exactly two moments worth interrupting you for — it finished, or it is stuck waiting on you. Two hook events, two one-second voice notes, and about six lines of settings.json. Includes both sounds, playable here, and the details that will bite you if you wire this up carelessly.
The ABCDE Of Agent-Driven Development
A five-skill todo lifecycle for Claude Code — Add, Brainstorm, Code, Deliver, Explore — that carries a one-line idea to a reviewed, merged PR without letting a fire-and-forget agent make silent choices. A full tour of every stage and every pillar underneath.
Give Claude Code A Visual Language
Turning a client-rendered app into a server-rendered one is not a pull request. It is six of them, in an order that matters, over three weeks — and by the second week nobody can answer "where are we?" without twenty minutes of scroll-back. Here is the shape that fixed it — one outline artifact, one step per pull request, and a link that points both ways.
Cloudflare Clef How A Decision Model Differs From An LLM
Cloudflare's Clef is billed as a "decision model", and it is easy to read that as just another LLM with a new label. It is not. An LLM answers a classification question by writing out its answer; Clef scores the answers you allow and hands back a pick and a confidence. This is what that difference actually is, what it buys you, how the two fit together in an agent, and when Clef is the wrong tool.