This AI monitors itself and opens its own PRs

Ramp built a self-monitoring loop that watches its own codebase, adds missing monitors, filters out noisy ones in shadow mode, and files bug fix PRs — before any engineer notices the problem. Alex Shevchenko walks through how it works and why so many of those PRs actually get merged. This clip is from Max Agency, a #podcast about how the best AI agents are actually being built. Hosted by Harrison Chase, CEO of LangChain, each episode goes deep with the builders designing, deploying, and learning from real agent systems in the wild. From architecture decisions to evals, tooling, and failure modes, Max Agency is for people who want to understand what it really takes to build useful agents.