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AI and Prompt Engineering News, Updated Daily
Daily coverage of model releases, agent tooling, LLM inference and routing, and prompt-engineering technique, written for people shipping with these models.
AgentsAug 25, 20263 min read
The AI Agent Tooling Layer Is Filling In Fast
Four independent tools dropped on the same day targeting agent evaluation, context retrieval, pre-deployment scoring, and destructive-action safety. The scaffolding around autonomous agents is maturing quickly, and builders need to know what each layer does.
AgentsAug 3, 20263 min read
Claude Code Tries to Rewrite Itself: What It Reveals About Agentic Coding Limits
Boris Cherny ran Claude Code against the Claude app's own codebase, exposing where self-directed coding agents succeed and where they quietly fall apart. The findings have direct implications for anyone deploying agents on large, real-world codebases.
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.