How-ToAI AgentsSeptember 13, 2026

Guide details 4 context-engineering mechanisms for long-horizon agents

AWS Samples' design guide for autonomous cloud coding agents says shallow agents break in two predictable ways once a task runs an hour and 200 tool calls: context overflow and goal loss. The write-up covers four harness-level mechanisms that counter both.

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