GhostFixAutonomous SRE Triage
AI-Powered SRE Triage · World Product Day 2026

Stop babysittingbug reports.GhostFix fixes them for you.

Submit a bug. GhostFix AI identifies the root cause, searches your team's fix history, and provisions a live hotfix environment in seconds, not hours.

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Free to use · Powered by Llama 3.3-70b via Groq · No account needed

40Tickets Triaged
83%Auto-Patch Rate
~3sAvg Triage Time
5Knowledge Base Entries

The real problem

Your team shouldn't be doing this

Before GhostFix

3:17am. PagerDuty fires. Checkout is down.

Engineer digs through logs for 45 minutes.

Finds it: a Stripe webhook timeout. Again.

Deploys a fix. Writes a Slack message. Goes back to sleep.

Same bug fires again two weeks later.

After GhostFix

3:17am. Bug report hits GhostFix.

AI identifies root cause in ~3 seconds.

Stripe webhook match found in knowledge base.

Ghost environment provisioned. User unblocked.

Fix saved to KB. Never escalated again.

Live Triage Activity

View all →
PaymentForm submission handlerpatched96h ago
payment processing moduleescalated96h ago
Payment Processing Modulepatched97h ago
payment gateway integrationescalated97h ago

How it works

Three steps. Seconds to resolve.

01

Intercept

Submit any bug report via the built-in form, REST API, Slack, or any webhook-compatible tool. No lock-in.

02

AI Triage

Llama 3.3-70b analyzes the issue and searches your team's historical fix database for grounded, high-confidence answers.

03

Ghost Environment

A live, isolated hotfix environment is provisioned instantly. Users test the fix immediately no waiting for production deploys.

Why GhostFix

Built for teams who can't afford downtime

Gets Smarter Over Time

Every fix your team resolves is added to the knowledge base. GhostFix uses RAG to find past resolutions before calling the AI repeat issues solved instantly.

Intelligent Escalation

When AI confidence is too low, GhostFix escalates to the right engineering team with full context, a 4-hour SLA target, and a one-click resolve flow.

Real-Time Dashboard

Every ticket tracked live. Status badges, AI module identification, fix summaries, ghost environment links, and pagination all in one command center.

RAG from team history
Escalation with SLA tracking
Live ghost environments
Paginated real-time dashboard
Source-agnostic webhooks
Mark as resolved flow
AI confidence scoring
Llama 3.3-70b via Groq

The pipeline

Watch the AI think in real time

Every ticket submission shows a live animated timeline of each pipeline step as it happens.

Saving ticket to Supabase

status: pending → analyzing

Searching knowledge base

3 historical matches found · RAG active

Running AI triage

Llama 3.3-70b · confidence: 95%

Provisioning ghost environment

ghostfix.vercel.app/patch/a3f7c91b…

Live · 40 tickets triaged

Ready to stop babysitting
bug reports?

Submit a real ticket right now. Watch GhostFix AI triage it live in seconds.

Or open the dashboard