EntelligenceAIAI copilot for engineering teams: code review, security checks, and team insights.

EntelligenceAI is an AI copilot designed for engineering teams, aimed at enhancing production reliability. It achieves this by reviewing every pull request against past incidents, monitoring production live, and automatically resolving issues before the same failure occurs twice. EntelligenceAI's functionality is centered around three key components: code review, security checks, and team insights. In code review, the tool evaluates each diff against past incidents, highlighting potential issues and preventing the same class of bugs from shipping twice. The 'Agent Sessions' feature allows teams to identify problems early, often before alerts are triggered. Additionally, EntelligenceAI's 'Production Incidents' feature enables teams to search and recall past incident resolutions, leveraging this knowledge to improve future fixes. EntelligenceAI's research has also shed light on the economics of AI code spend, revealing that only 18% of AI dollar allocations actually ship, with the majority being used for bug fixing, rework, and review. The tool's incident resolution process is handled by 'Ellie', which deploys a set of agents to find the root cause, ship the fix, and verify it against history.