Pull request branches now deploy to temporary, production-like environments via LangSmith Preview Builds. This feature lets teams validate agent changes before merging code into main branches. It reduces deployment risks for LangChain users. Practitioners can now isolate experimental agent logic without disrupting existing production workflows or stable evaluation datasets.