Agents8 min read
AI Coding Feels Magical Until The Project Gets Serious
AI coding breaks when the work needs memory, handoffs, evidence, review, and recovery. That is an operating-system problem.
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#Agentic OS
Operating layers for agentic AI work: roles, memory, handoffs, review, and recovery.
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Agents7 min read
Your CLAUDE.md Is Not An Operating System
CLAUDE.md can give context, but serious agentic work needs hooks, validators, ledgers, and review gates that do not depend on model memory.