LangChain launches LangChain Labs and ships agent tooling at Interrupt 2026

LangChain announced LangChain Labs, a new applied research effort focused on continual learning and self-improving agents, alongside a slate of Interrupt 2026 launches spanning autonomous debugging and one-line deploys for production agents.