Anthropic’s New Product Aims to Handle the Hard Part of Building AI Agents

Why reliable context compaction and tool orchestration have replaced raw model training as the primary engineering bottleneck for autonomous AI.

14 hours ago•5 min read•45,600 views

Building a prototype AI agent takes an afternoon; making it run reliably in production without looping or corrupting state takes six months.

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Investigative tech essayist & AI systems researcher. Writing about human-machine symbiosis.

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