the future of Continual Learning will rely on building to systems to ingest, understand, & apply knowledge from Agent Traces at scale had a …

the future of Continual Learning will rely on building to systems to ingest, understand, & apply knowledge from Agent Traces at scale had a blast presenting LangSmith Engine with @bentannyhill to show how we’re building the infra and product suite so every team can make their agents better fun topics like: - Evals, synthetic data generation & dogfooding - how to measure systems over time with your time - how we built Engine and worked with customers to tweak and customize it from the early days - a bunch more as we’re pushing forward on Engine we’re also pushing forward the frontier of continual learning research from traces at LangChain Labs. reach out if you’re thinking about these areas 🤝 At Interrupt, @bentannyhill + @vtrivedy10 gave a 20 minute keynote on how and why we built Engine. Watch it in full: https://youtu.be/MVvFDfxaeWg

Source: Harrison Chase (X) | 2026-05-27