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Production-Ready Agents: Automatic Tool Retries with Exponential Backoff
LangChain· 2025-12-04 14:30
Hi there, this is Christian from Nche. Today we're fixing one of the most frustrating problems in agent development. Tools that fail at the worst possible moment.Because let's be honest, we all have been in the situation where we want to demo our shiny new agent, but then random API calls just fail or a third party integration just throws [clears throat] a random 500. And in a typical agent, one tool call and one tool call failure might cause the entire result to become garbage. Or in cases where your model ...
Vibe Debugging Explained
Greylock· 2025-09-30 19:53
What does volume debugging look like in my mind. To perform these kind of tasks like help me understand uh what commit has landed in production or is this feature flag enabled, right. An engineer needs understanding of code but also understanding of production and and production is composed of all of these different tools that each has a silo of data but the tools don't really talk to each other, right.And so it falls upon a human to bring their tribal knowledge and also you know knowledge of how to operate ...