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Jul 10, 2026Loop Engineering: Building the Cage Your AI Agent Runs In
Anthropic cut an agent's token consumption by 84% on a 100-turn web-search eval — and never touched...
Jul 10, 202612 min read0 reactions0 comments
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Anthropic cut an agent's token consumption by 84% on a 100-turn web-search eval — and never touched...
Learn how to prevent common pitfalls and master AI agent development with expert tips and best practices to ensure successful deployment.
Most AI agents fail in production because teams focus on prompts and models instead of the runtime harness around them. This post explains how to design production-ready agents with tools, memory, evals, observability, and governance.