Overview

Trunk's CI Autopilot offers AI root cause analysis and fixes for test and CI failures

CI Autopilot is currently in private beta.

Stop debugging CI failures manually. CI Autopilot's AI investigates every test failure, identifies root causes, and provides ready-to-apply fixes in minutes - not hours.

How it works

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║            ║░     ║           ║░         ║  ┏━━━━━━━━━━━━━━━━┓     ┃   GitHub     ┃  ║░
║   CI Jobs  ║░────▶║   Tests   ║░───API──▶║  ┃  AI Root Cause ┃────▶┃   Slack      ┃  ║░
║            ║░     ║           ║░         ║  ┃    Analysis    ┃     ┃   Linear     ┃  ║░
╚════════════╝░     ╚═══════════╝░         ║  ┗━━━━━━━━━━━━━━━━┛     ┃   MCP        ┃  ║░
 ░░░░░░░░░░░░░░      ░░░░░░░░░░░░░         ║                         ┃   Webhooks   ┃  ║░
      │                                    ║                         ┃   Dashboard  ┃  ║░
      └─────────────── API ───────────────▶║                         ┗━━━━━━━━━━━━━━┛  ║░
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CI Autopilot monitors your CI jobs and tests, rapidly identifying root causes of failures and providing fixes far quicker than manual debugging.

It integrates seamlessly with GitHub Actions and your test execution framework.

When your CI fails, CI Autopilot:

• Investigates failures by analyzing code, logs, test results, and git history

• Posts detailed explanations as GitHub comments with precise root cause analysis

• Provides instant fixes via stacked pull requests or direct AI assistant integration

• Groups related failures to resolve multiple issues with a single fix

Two ways to get fixes

Stacked Pull Requests

Perfect for team workflows and code review processes. CI Autopilot creates separate PRs with proposed fixes that you can review and merge.

AI Assistant Integration (MCP)

Work with Cursor, GitHub Copilot, Claude Code or other AI coding tools. Your assistant accesses the root cause analysis and applies fixes directly in your IDE.

Key features

AI-Powered Root Cause Analysis Analyzes repository files, CI logs, test results, PR diffs, git history, and even checks for external outages to pinpoint exact failure causes.

Intelligent Fix Application Choose between automated stacked pull requests for team workflows or direct AI assistant integration for immediate fixes in your IDE.

Seamless GitHub Integration Works within your existing development workflow—no new tools to learn or processes to change.

Get started now!

CI Autopilot is currently invite-only in private beta.

Basic Setup (5 minutes)

Connect CI Autopilot to GitHub for immediate failure analysis from CI logs.

• ✅ Instant root cause identification

• ✅ Fix recommendations in GitHub comments

• ✅ Works with any test framework

Enhanced Setup (+10 minutes)

Add structured test reports for precise, test-level analysis.

• ✅ Test-specific, targeted fixes

• ✅ Better accuracy and detail

• ✅ Enhanced failure grouping