AutoHarness

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「Aha」— AutoHarness: Automated Harness Engineering for AI Agents

Every agent deserves an aha moment — the model reasons, we harness the rest.

In LLM training, the aha moment is when a model suddenly learns to reason. > For agents, the aha moment is when they go from "demo-ready" to truly reliable.

The gap is enormous: context management, tool governance, cost control, observability, session persistence... These are the patterns that separate a toy from a system. We call this harness engineering.

AutoHarness is a lightweight governance framework so every agent can have its aha moment.

Agent = Model + Harness. The model reasons. The harness does everything else.

AutoHarness supports…