Tag: evals
All the articles with the tag "evals".
- AI Engineering
Google's Prompt Transpilation Pattern Turns Agent Instructions Into Build Artifacts
A Google engineering pattern treats prompts like compiled software: modular sources, dependency checks, deterministic builds, eval gates, and reviewed releases.
- AI Tools & Benchmarks
How to Evaluate Coding Agents: Productivity, Quality, Cost, and Risk
A field-tested scorecard for comparing coding agents with real repository tasks, durable quality metrics, total cost, and controlled rollout evidence.
- AI Signals
How to Verify AI Model and Benchmark Claims Before You Trust Them
A practical five-stage workflow for checking AI release claims, benchmark records, cost comparisons, and research headlines against your own workload.
- AI Engineering
Why Enterprises Must Own Their AI Learning Loop, Not Just Their Model
Satya Nadella's AI strategy points to a durable advantage: owning the evals, feedback, context, and controls that make agents improve.