Designing an agent harness that doesn't fight the model

Lorem ipsum dolor sit amet consectetur adipisicing elit. The harness around an agent matters more than the model behind it. A well-shaped harness can elevate a mediocre model; a clumsy one can ruin a great one.

Loop shape and termination

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How autonomous is too autonomous

Autonomy in agents is a slider, not a switch, and ...

Agent memory: episodic, semantic, and what to keep

The first agent you build has no memory beyond the ...

Multi-agent systems: coordination is the actual hard part

Multi-agent architectures are seductive because th ...

Planner-executor splits: when to separate them

A single model doing both planning and execution f ...

ReAct in production: reasoning that survives sidetracks

ReAct is a clean idea: think, act, observe, repeat ...

Memory strategies for long-running agents

Long-running agents accumulate context. The job of ...

When the agent fails: recovery patterns that don't loop forever

Agent failures don't throw exceptions. They produc ...

Evaluating agents when there's no single right answer

Evaluating a single prompt is hard. Evaluating an ...

Tool selection: when the model should pick, and when you should

Tool-using agents look powerful in demos because t ...