Continuous Bugfixing

fixbugs.ai · 2026-07-14 · by Long Nguyen ·generic
AI debugging for modern engineering teams. FixBugs is an AI agent that triages alerts, detects bugs, and resolves them automatically. From root cause analysis to validated fix, end-to-end.

Continuous

Bugfixing

Continuous Bugfixing

AI debugging for modern engineering teams

FixBugs is an AI agent that triages alerts, detects bugs, and resolves them automatically. From root cause analysis to validated fix, end-to-end.

Huge context reasoningValidation-First FixesDeveloper-Native

Install VSCode ExtensionGet GitHub App

FixBugs VS Code Extension Demo thumbnail

What FixBugs does

FixBugs is an AI debugging tool built for SREs and oncall engineers. It auto-triages alerts from your monitoring stack, ingesting traces, spans, and log streams, performs AI-powered root cause analysis, then generates validated fixes backed by reproduction tests. No war rooms. No manual investigation. Available as a VSCode extension and GitHub App, with native integrations for GitLab and Jira.

Integrates with

GitHubGitHub

VS CodeVS Code

GitLabGitLab

PrometheusPrometheus (beta)

JiraJira

AtlassianAtlassian

Autonomous Bug Fixing

FixBugs automates debugging from detection to resolution, handling complex production issues and delivering validated fixes beyond the capabilities of general coding tools.

01Analyze & Triage

Automatically processes alerts, issues, and logs, organizing them with clear context and priority.

02Identify Root Cause

Connects signals across systems to pinpoint exactly where and why the failure occurred.

03Reproduce Issue

Recreates the problem in a controlled environment to ensure accurate diagnosis.

04Generate & Validate Fix

Delivers ready to review code changes with validation to ensure the issue is fully resolved.

Analyze & Triage

Why use Debugging Agents?

Coding agents are built for writing code, not fixing it. Debugging complex distributed systems requires stateful, auditable and collaborative multi-agent workflows. That is exactly what FixBugs is built for.

Coding Agents

Context limit

\~200K tokens

Bug context ingestion

Manual -- bring your own

Fix validation

None

Collaboration

Local session, not shareable

Artifact versioning

Conversation moves on

Fix persistence

Copy-paste from chat

FixBugs

Context limit

No hard upper limit

Bug context ingestion

Automated -- logs, traces, metrics, comments, images, videos

Fix validation

Reproduction test case + regression verification

Collaboration

Triage sessions postable to bug, loadable by another engineer

Artifact versioning

All objects versioned, rewindable

Fix persistence

PRs pushed, state persisted, updates posted to issue tracker

Zero Effort Debugging on GitHub

Install the GitHub App and let FixBugs take over. Every issue is automatically analyzed, the root cause is identified, and ready to review code fixes are shared directly in the issue thread. No missed bugs.

01Automated analysis

Every issue is automatically analyzed using AI-powered root cause analysis. Bug summary, severity, and actionable insights are posted instantly.

02Generated diffs

Validated code changes with full diffs are generated and shared in the issue thread before any code is modified.

03Visible reasoning

Every fix includes a clear reasoning chain. No black-box changes. Decisions are transparent and auditable.

Automated analysis

From the trenches

“I have first-hand experience being oncall at VMware and Google. Realizing the value of human bandwidth at scale, the potential of agent architectures in turbocharging alert investigations was clear to me. This is why I built FixBugs.”

Kirti Vardhan Rathore portrait

Kirti Vardhan Rathore

ex-Google, ex-VMware. MS Computer Science, Dartmouth College. 13+ years building distributed systems.

Free trial covers 3 end to end bug triages

See Plans

Frequently Asked Questions

How do I get started with FixBugs?

Is FixBugs free to use?

Does source code leave the machine?

What data goes to the cloud server?

What does Zero Data Retention mean for LLM APIs?

Can FixBugs run locally or self-hosted?

How is FixBugs different from coding agents?

Which integrations are supported?

What does validation-first mean?

Be Among the First to Experience Continuous Bug Fixing

Join the mailing list to receive updates on Fixbugs, including the VS Code extension, new features, and ongoing research.

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Start fixing bugs

Install ExtensionTalk to the Founder

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