TICKET INTELLIGENCE

Turn a ticket into a plan before you start.

Mapnostics reads your GitHub issues, estimates the effort with a stated buffer, names every file the fix is likely to touch with a risk level, and suggests an approach — all traced from your real dependency graph, not a language model's guess.

Analyze my codebase →See how it works
mapnostics.com/ticket-intelligence
Ticket Intelligence
AI-powered effort estimates, file impact, and similar past fixes.
● LIVE
SOURCESGitHub IssuesJira · coming soonLinear · coming soonAzure DevOps · coming soon
TICKETS · 4
Zombie code is not showing any results
bugOpen
#8 · ffteema · 3 May 2026
Dead code unexpected error
Open
#7 · ffteema · 25 Apr 2026
Issue on loading ticket page
In Progressin-progress
#6 · ffteema · 25 Apr 2026
Add export feature to reports
Open
#5 · ffteema · 20 Apr 2026
Select a ticket to analyse
Ticket Intelligence v1.0.6 · Ready

Effort estimates with their working shown

A raw estimate, a complexity rating, and the buffer that produced the final number — not a single figure you have to trust blind.

File impact, ranked by risk

Each related file carries High, Medium or Low, so you know where the danger is before you open the editor.

Grounded in your graph

The suggested approach references your actual files and call paths, so it is a starting point, not a generic checklist.

Analyse a ticket in under 2 minutes.

Analyze my codebase →

No credit card required · Free tier available