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Signal over noise. Concise, curated news on AI models, tools, and prompt engineering for people who ship.
AgentsJun 29, 20263 min read
Production Tooling for AI Coding Agents Is Becoming Its Own Category
A cluster of new tools targeting AI coding agent workflows, from production orchestration to inter-agent knowledge sharing, signals that the scaffolding layer around agents is maturing fast. If you are shipping LLM-powered dev tooling, the primitives are shifting under you.
Prompt EngineeringJun 26, 20263 min read
JSON Over Screenshots: A Prompt Trick That Makes Coding Agents More Reliable
Feeding structured JSON to coding agents instead of screenshots cuts ambiguity and improves task performance. Here is what the technique involves and when to apply it.