Tag
evaluators
Posts tagged evaluators.
AI Agents Agentic Systems: An Operating Manual for Multi-Agent Work That Ships
An agentic system is not a chat window with tools. It is evaluators, sandboxes, state machines, memory contracts, and kill switches — built so the work survives contact with real data.
18 MIN
AI Agents Build the Evaluator Before the Agent
If judgement and work share a context, you are grading your own homework. Build the evaluator first — criteria, evidence, ceilings — then let the agent earn autonomy.
9 MIN
AI Agents LLM-as-Judge Reliability: Calibrate the Scorer Before You Trust the Score
An LLM judge is a noisy instrument, not ground truth. Calibrate against human labels, kill position and verbosity bias, re-check after model or rubric changes.
11 MIN