Ripping Went All-In on AI in Six Months with Deep Agents and Layered Evals

LangChain detailed how HR platform Rippling deployed AI across its entire product for millions of users in about six months, using Deep Agents multi-agent architecture and a four-layer eval pipeline where dozens of critical scenarios can block a release.

2026-08-27 ~ 2026-08-27 · 2 related posts

• Inside Rippling's four-layer agent eval pipeline: ~10 critical scenarios gate every deploy — LangChain · 2026-08-27
• How Rippling went AI-native in 6 months with Deep Agents and a 3-layer eval pipeline — LangChain · 2026-08-27