
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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Protecting context, memory, state, and attention in AI workflows.

AI coding breaks when the work needs memory, handoffs, evidence, review, and recovery. That is an operating-system problem.

Premium models should plan, decide, review, and escalate. Cheaper workers should handle bounded tasks that can be checked.