Entelligence

Entelligence is a production reliability engine for engineering teams. It does three things in one loop: watch production live, review every pull request through the lens of past incidents, and automatically resolve problems before they ship again. Instead of treating code review and incident management as separate workflows, Entelligence connects them — so the same class of bug never surfaces twice.

The system works through a multi-agent AI called Ellie. When an incident happens, Ellie spawns several agents in parallel — one traces spans, one greps logs, one diffs recent deploys, and one searches incident memory. Each agent reports back, and Ellie converges on a root cause, then ships a fix and verifies it in production. That fix is written to a learning graph, so every future PR review automatically checks for similar patterns. The page claims a 47.2% F1 score on code review benchmarks and a 43% auto-resolution rate for incidents. There's also a CLI tool so developers can run reviews without leaving the terminal.

Entelligence is built for engineering teams that ship fast and can't afford recurring outages. If you're a VP of Engineering, a DevOps lead, or a senior developer tired of fixing the same timeout bug every quarter, this tool turns each incident into a piece of institutional memory. Real-world use cases include catching a connection-pool leak that previously took hours to debug, blocking a PR that reintroduces a known vulnerability, and automatically patching a production anomaly before the pager even fires.