Struct

Struct is a production monitoring and incident response platform built around an AI agent, not a dashboard you babysit. The idea is simple: you ship code, and Struct stands watch over what happens next. It treats every deploy as something to verify, which is a different job than the alert tools most teams already run. That shift matters.

The product comes from VillageAI, Inc., and it's aimed at engineering teams that ship fast and don't have enough senior people to chase every noisy alert. Struct's site describes it as targeted at "fast-moving teams" that would rather spend engineer hours on new work than on triage.

Teams evaluating Struct usually compare it to a stack of separate tools: a monitor, an error tracker, and a manual incident response process. Struct rolls incident response automation into one agent.

The main limit is scope. Struct is built for monitoring and fixing production behavior, so it works best where teams already deploy continuously and have clear signals, such as error trackers and alerts. If your team deploys once a quarter, the automated detection has little to do. Less value, plain and simple.

Getting Started

1. Sign up for a free trial at the Struct site and connect your code repository and alerting or error-tracking tools.
2. Point Struct at the environment you want watched and let it read recent pull requests so it learns what your deploys are supposed to change.
3. Review the monitors Struct creates for each change and set how sensitive the alert thresholds should be.
4. Let it run against production; when it flags a regression, read the cited root cause and suggested fix before approving anything.
5. Connect your own coding agent if you want Struct to open fix pull requests on its own when it's confident.