Introducing Context Studio — Curate trusted answers for your whole team, wherever they’re working.
Jan 28, 2026

Summary
This post introduces Context Studio, a new system for managing AI agent context and trust. Key technical contributions include: an observability dashboard for tracking agent adoption and identifying confusion; a Thread inspector for diagnosing agent errors and providing specific improvement suggestions; a multi-layered context curation system (endorsements, semantic models, workspace guides); and a context workbench for staging, testing, and deploying context changes with version control and attribution logs.