Scorecards
7 essays tagged with Scorecards.
How to Judge AI Work: Scorecards, Not Vibes
A practical guide for business teams evaluating AI agents with scorecards, examples, traces, human corrections, and launch gates instead of demos and vibes.
Scorecards Before Screens: Evals and Launch Gates for PMs Building Agents
A PM guide to defining agent quality with datasets, trace reviews, scorecards, release gates, and business metrics before building the agent UI.
How Great AI Engineers Build Agents: Datasets, Scores, and Harnesses That Improve
Why strong AI engineers build datasets, scorecards, traces, and improvement loops instead of treating agents as prompts plus tools.
Scorecards Over Vibes: The Five Metrics That Keep Agents Honest
The five metrics that keep agents honest: policy, utility, latency, safety, and economics.
The Agent Harness Audit: A Production Readiness Checklist for Governed AI Agents
A production readiness audit for agent harnesses: forty runtime controls grouped into eight evidence-backed outcomes.
The Critic: verify, score, consolidate — in 80 Lines
A compact Critic implementation that verifies plans, scores outcomes, consolidates results, and records caveats.
Wiring the Five Evaluators: Policy, Utility, Latency, Safety, Cost
A build-along for wiring policy, utility, latency, safety, and cost evaluators into a release-gated scorecard.