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AI Agents

Business notes on what to automate, plus the eCommerce field guide. These posts stay guides. The commercial offer — five families we build — lives on the AI Agents hub. This category URL is not that hub.

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Reference architecture for a production AI agent harness: task contract, context builder, model loop, tool boundary, memory, policy, independent verification, telemetry, and recovery

Harness Engineering for Production AI Agents (October 2026)

OpenAI's 11 February 2026 Codex experiment merged about 1,500 pull requests. AgentCore Harness, GA 17 June 2026, still defaults to 75 iterations and a 3,600-second timeout — the harness sets those bounds, not the model.

22 min read