How to Build Better AI Evals with Claude Code in 5 Steps
petergyang · x · 2026-08-23
This episode features Shreya Shankar and Hamel Husain, experts who have taught AI evals to over 4,500 engineers. They discuss the fundamentals of AI evaluation, emphasizing that while core principles remain (looking at real data), AI agents now assist in thoughtful analysis. The podcast covers a live audit of evals, top-down vs. bottom-up strategies, and demos a free skill for running evals in Claude Code.
Related event: Experts discuss building AI evaluations with Claude Code(2 posts)→
More from coding & agent
- vLLM keeps hitting 400 context errors with DeepSeek harness; llama.cpp runs 24h+ fine — cviperr33 · 2026-08-23
- Dad ditches OpenRouter token burn for local Qwen 3.8 + Pi agent, controlled via Telegram — dcnotpc · 2026-08-23
- FatherLode dev update: Claude-built game adds weather, museum with 30+ treasures, Suno 5.5 music — Extension-Parsnip789 · 2026-08-23
- Open Source MCP Connector: Links Claude with Office 2019 — FarRespond73 · 2026-08-23
- Can Local Qwen Models Handle Real-World System Programming like GTK4/Qt? — MongoWithBongoss · 2026-08-23
- OpenClaky explores Agent self-evolution and custom apps — 赛博禅心 · 2026-08-23