Agents are getting better and better at fixing bugs. They’re even getting better at testing their work, thanks to headless browsers, sandboxes, simulators, etc.
But what about the bugs that only show up once you bring in different browsers, languages, extensions, internet speeds, and all the other variables that get mixed in the second you ship to prod? Or all the bugs that only show up when you account for… well, humans being humans and doing weird stuff you didn’t expect them to do?
The bottleneck for self-healing software isn’t agent intelligence. It’s that agents have no idea what actually broke. They’re debugging from source code alone, which is roughly as effective as diagnosing a server outage by skimming the README. What they’re missing is production context: the stack trace, the request payload, the environment, the breadcrumbs leading up to the failure.
Your agents need someone/something telling them what’s breaking in the wild and giving them the context they need to understand why.
We built Sentry MCP and the Sentry CLI to make that context available to both humans, and increasingly as important, their agents. You can wire up a system today where a Sentry alert triggers an agent, the agent investigates the issue using the same evidence you would, and a draft PR with a fix lands in your repo before you open a browser.
