AI Agents
AI Agent Evaluation Data Stewardship: Keeping Test Suites Worth Trusting
How to maintain AI agent evaluation data with source provenance, realistic cases, leakage control, freshness reviews, …
Evaluations
Speech Pathology
Standard Scores in Speech-Language Reports: Reading Numbers Carefully
How standard scores, percentiles, age equivalents, confidence intervals, and functional observations fit into …
AI Agents
AI Agent Test Fixtures: Rehearsing Real Work Without Real Consequences
How to design realistic test fixtures for AI agents so evaluations, sandboxes, and dry runs reflect the messy shape of …
AI Agents
AI Agent Feedback Loops: Turning Corrections Into Better Delegation
How to turn human corrections, rejected outputs, review notes, traces, and production surprises into better AI agent …
AI Agents
AI Agent Operating Metrics: Measuring Delegation After Launch
How to measure AI agent workflows with completion quality, review burden, override rates, queue health, cost, …
AI Agents
AI Agent Change Management: Shipping Updates Without Breaking Delegated Work
How to manage AI agent changes across prompts, models, tools, memory, evaluations, rollout gates, traces, rollback …
AI Agents
AI Agent Evaluations: How to Test Delegated Work Before You Trust It
A practical guide to evaluating AI agents with task suites, logs, rubrics, permissions, regression checks, human review, …