Library
Read the things that move the field forward.
Articles, long-form guides, and books — chosen for signal over hype.
Guide18 min
A practical guide to evaluating LLM applications
Move beyond vibe checks. A field guide to building eval suites that catch regressions before your users do.
By Atlas Editorial · Read →Article9 min
Retrieval patterns that actually scale
Hybrid search, re-ranking, and chunking strategies that hold up past the prototype stage.
By M. Okafor · Read →BookBook
The AI Engineer's Handbook
From first prompt to production system. The reference for builders shipping real AI products in 2025.
By S. Iyer · Read →Article12 min
Agents in production: what breaks and why
A postmortem-driven tour through the failure modes of autonomous and semi-autonomous agents.
By L. Brandt · Read →Guide14 min
Cost modeling for LLM-powered features
A spreadsheet-friendly framework for projecting unit economics before you commit to a model provider.
By Atlas Editorial · Read →BookBook
Designing humans into the loop
Interaction patterns, escalation flows, and trust-building UI for AI products that don't pretend to be magic.
By R. Tanaka · Read →