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StackPilotTurns production alerts into reviewed pull requests automatically

4.8 (4)
Daniel NikulshynReviewed by Daniel Nikulshyn·Updated July 2026

Overview

StackPilot is an AI-powered oncall copilot that automates root cause analysis and bug fixes by analyzing production alerts. It identifies the root cause, generates a working bug fix, and drafts a pull request for engineers to review and merge. StackPilot integrates with observability stacks and codebases to provide real-time incident resolution, reducing Mean Time To Repair (MTTR). StackPilot observes investigative steps and turns them into reusable runbooks for future incidents. It maintains the security of user data by never storing code or logs, and encrypts all connections. The tool is designed to be used by software engineers who need to resolve incidents efficiently. The workflow starts with the observability tool sending an alert to StackPilot, which analyzes the incident and creates a pull request with a proposed code fix. Engineers review and merge the request, resulting in a 15-minute MTTR compared to the typical 2+ hours or ticket being completely ignored. StackPilot supports GitHub, GitLab, Bitbucket, and other code repositories, as well as various monitoring tools like Datadog and Sentry. It is available on different plans, including a free plan for single developers and a custom plan for enterprises

Key features

  • Alert ingestion from observability tools
  • Automated root cause analysis
  • AI-generated pull requests
  • Log and trace correlation
  • Git provider integrations
  • Evidence and reasoning in PR descriptions

Pricing

Model
Freemium
Category
Code Assistants
Rating
4.8 / 5 (4)

Use cases

Automate Bug Fixes

Identify root causes automatically and generate working bug fixes to accelerate incident resolution

Improve MTTR

Reduce Mean Time To Repair (MTTR) to 15 minutes or less, compared to traditional incident resolution times

Enhance Collaboration

Streamline engineer efforts by automating root cause analysis and providing reusable runbooks for future incidents

Pros & Cons

Pros

  • Automates the alert-to-fix workflow
  • Provides context-rich pull requests
  • Reduces mean time to resolution
  • Keeps engineers in the review loop

Cons

  • Requires deep access to code and telemetry
  • Suggested fixes still need human verification
  • Effectiveness depends on alert quality
  • May struggle with complex or novel incidents

Reviews

4.8

Average from 4 ratings.

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DF

Diego Fernández

May 23, 2026

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on log and trace correlation, and automates the alert-to-fix workflow caught me off guard. still, I'd recommend giving it a real trial.

Liam O’Connor

Liam O’Connor

Apr 20, 2026

Use it every day

Honestly didn't expect to like it this much. Alert ingestion from observability tools is exactly what I needed, and keeps engineers in the review loop. I do wish requires deep access to code and telemetry, but I reach for it almost every day now and it just clicks.

MB

Marcus Bell

Feb 5, 2026

Does the job

Pretty happy overall. Alert ingestion from observability tools just works and automates the alert-to-fix workflow. but no dealbreakers — I'd recommend it to a friend without hesitating.

AK

Aisha Khan

Jun 9, 2025

Compared a few options

Evaluated this against two competitors. Where it wins: automated root cause analysis and reduces mean time to resolution. On balance the feature set — especially log and trace correlation — justifies the 5 stars for our use case.

Q&A

How does StackPilot integrate with my existing tools?

StackPilot natively integrates with GitHub, PagerDuty, Sentry, Datadog, Slack, and more through OAuth connections. Simply connect your accounts and StackPilot will automatically start analyzing incidents and correlating them with your code changes.

Asked by Leila Hassan · Sep 9, 2025

How does the auto-generated PR feature work?

When StackPilot identifies the root cause of an incident, it analyzes the faulty code and generates a pull request with a proposed fix. The PR includes inline comments explaining the fix and any necessary test updates. You simply review and merge the PR.

Asked by Fumiko Sato · Aug 12, 2025

What types of incidents can StackPilot handle?

StackPilot is designed for application-level incidents - 500 errors, performance regressions, failed deployments, and other code-related issues. It excels at correlating alerts with recent code changes and stack traces.

Asked by Zelda Brandt · Aug 1, 2025

Is my code and data secure?

Yes, we take security seriously. StackPilot uses OAuth for integrations, encrypts data in transit and at rest, and follows industry best practices. We only access the minimum permissions needed to analyze incidents and generate fixes.

Asked by Youssef El-Sayed · Jul 31, 2025

Can I cancel my subscription anytime?

Absolutely. You can cancel your subscription at any time from your account settings. There are no cancellation fees or long-term commitments.

Asked by Ren Nakamura · Jul 21, 2025

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