Live · See what breaks before you ship

See what breaks before you ship.

Your codebase already knows what will break. Mapnostics maps your entire system and shows the blast radius of every change — before it reaches production.

Analyze my codebase →Watch impact simulation

No credit card required · Free tier available · Works with private repos

mapnostics.com/repo/ghost-app/impact

SIMULATE A CHANGE

Simulate

TRYRemove auth middlewareUserService depsDB schema changeRename config.js

Run a simulation

Describe a change to see its blast radius across your codebase.

BLAST RADIUS

One change. See every consequence.

IMPACT SIMULATION

What happens if we remove authentication middleware?

5

services affected

12

endpoints exposed

3

security risks detected

4h

estimated fix time

AFFECTED FILES

src/App.tsxHigh RiskProtectedRoute and admin routes no longer secured

src/components/admin/InvoiceView.tsxHigh RiskInvoice data exposed without authentication

src/components/admin/MosqueDetailDialog.tsxHigh RiskMosque data accessible without authentication

src/components/admin/SEOMetrics.tsxHigh RiskSEO metrics exposed without authentication

src/components/admin/SystemStatus.tsxHigh RiskSystem status data exposed without authentication

REAL SCENARIO

A team removed auth middleware without checking dependencies. 5 admin APIs were exposed. The fix took 3 days and a production rollback. Mapnostics would have shown this in 4 seconds.

Most teams find out what broke after the incident. Mapnostics shows you before you write the first line.

WHY NOW

Engineering is shipping blind.

40%+

Code in modern codebases is now AI-generated

3 months

Average time for a new engineer to become productive

$85B+

Estimated annual cost of technical debt globally

1 in 3

PRs that unintentionally break unrelated systems

Writing code is no longer the hard part. Understanding it is.

THE DIFFERENCE

What changes when your team can see consequences.

Codebase Intelligence Platform — the system understanding layer for modern engineering teams.

WITHOUT MAPNOSTICS

✕Takes weeks to understand an unfamiliar codebase

✕PRs break unrelated systems with no warning

✕Ticket estimates are guesswork

✕New engineers take 3+ months to ship confidently

✕Dead code silently accumulates for years

WITH MAPNOSTICS

✓Full system map generated in under 2 minutes

✓Exact blast radius shown before any change

✓AI effort estimates with 15% buffer on every ticket

✓New engineers onboarded in days, not months

✓Dead code flagged automatically with 95% confidence

WHO THIS IS FOR

Built for teams who are afraid to touch their own code.

BUILT FOR:

✓CTOs managing legacy systems

✓Teams with 50,000+ lines of code

✓Fast-moving AI-heavy codebases

✓Engineering teams of 5 or more developers

✓Organisations where onboarding takes months

NOT FOR:

—Solo developers building small apps

—Greenfield projects under 6 months old

—Teams with full documentation and zero technical debt

REAL RESULTS

Real codebases. Real findings.

120+

Repositories analysed

95%

Average dead code detection confidence

~23–46h

Average technical debt surfaced per repo

< 2 min

Average time from repo connect to full report

WHAT TEAMS ARE SAYING

“

We found 3 critical dependency chains we had no idea existed. Mapnostics paid for itself in the first scan.

Lead Engineer, Series B Startup

“

Our new engineers were shipping confidently in days instead of months. The onboarding map is genuinely magic.

CTO, Fintech Scale-up

“

We were about to remove a utility function. Mapnostics showed it had 14 dependents across 6 services. Disaster avoided.

Engineering Lead, SaaS Platform

WHAT IGNORANCE COSTS

Every day without system intelligence has a price.

Onboarding delay

A new engineer takes 3 months to ship confidently. At $150k/yr that is $37,500 in salary before they contribute a single feature.

PR regressions

One undetected dependency breaks production. Average incident cost: $5,000–$50,000 in engineering hours, customer trust, and rollback time.

Dead code maintenance

Teams spend 23–46 hours per repo maintaining code that does nothing. That is a full engineering week, every year, wasted.

Mapnostics pays for itself the first time it prevents a production incident.

COMPETITIVE POSITIONING

Not another dev tool. A new category.

TOOL

FOCUS

LIMITATION

INTELLIGENCE LEVEL

SonarQube

Code quality metrics

No system-level understanding

File-level

CodeRabbit

PR review

Diff-level only, no global context

Diff-level

Cursor

Code generation

No codebase awareness

Snippet-level

Mapnostics

Full system intelligence

—

System-level

GitHub Copilot

Inline code completion

No system context or blast radius

Token-level

Mapnostics is not competing with PR review tools or static analyzers. It is the system intelligence layer underneath them — the understanding that makes every other tool more effective.

COMMON QUESTION

Why not just use Copilot or Cursor?

COPILOT AND CURSOR

—Generate and autocomplete code

—Work at the snippet and file level

—No awareness of your full system

—Cannot tell you what will break

—No codebase memory between sessions

MAPNOSTICS

✓Understands your entire system as a living graph

✓Reads 90+ days of git history for full context

✓Shows exact blast radius before any change

✓Maps every file, function, and dependency

✓Gets smarter the longer it runs on your codebase

Copilot writes the code. Mapnostics understands the system. You need both.

MCP SERVER · BETA

Your AI agents are flying blind.

AI can write code. It still cannot understand systems.

Cursor and Claude can generate code. But they have no idea what your system architecture looks like, what depends on what, or what will break if they change something.

Mapnostics gives them system memory. One config block. Works with every MCP-compatible agent your team already runs.

🤖

Ask Claude about your dead code

Query Mapnostics data directly from Claude Desktop

✏️

Cursor context-aware suggestions

Mapnostics feeds live codebase health into your editor AI

⚡

Any MCP-compatible agent

One config, works with every agent that speaks MCP

claude_desktop_config.json

{
"mcpServers": {
"mapnostics": {
"command": "npx",
"args": ["mapnostics-mcp"],
"env": {
"MAPNOSTICS_API_KEY": "mp_••••••••"
}
}
}
}

COMPATIBLE AGENTS

ClaudeCursorCodeiumWindsurf+ Any MCP client

2-minute setup · no servers to manage · works locally

TICKET INTELLIGENCE

From ticket to fix plan in seconds.

Every GitHub Issue, Jira ticket, or Linear task analyzed by AI — before your engineer writes a single line of code.

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

Instant effort estimates

AI calculates realistic time estimates with a 15% buffer, factoring in file complexity, historical velocity, and similar past tickets.

Related file mapping

See exactly which files a ticket will touch before work begins — no more surprise dependencies or scope creep mid-sprint.

Historical fix patterns

Surface how your team solved comparable problems before. Reuse patterns, avoid repeating mistakes, and ship faster every sprint.

Team ownership context

Know who wrote each affected file, who has the most context, and who has capacity — before assigning a ticket to anyone.

AUTOPILOT

Your codebase monitored every morning. Zero effort.

While your team sleeps, Mapnostics scans every repository, reads every open ticket, matches issues to code, and delivers a personalised intelligence brief to every engineer at 9am. No manual trigger. No configuration. Just answers.

Mapnostics Autopilot · Daily Run

CLOCK

SCAN

TICKETS

SLACK

EMAIL

SCHEDULED RUN

08:59:57

Waiting for 09:00 AM…

Scans repos daily

New dead code, changes since yesterday, automatically detected

Reads your tickets

Matches Jira and Linear issues to affected files in real time

Posts to Slack

Standup summary every morning, zero manual input required

Emails every engineer

Personalised daily brief with suggested focus for the day

SonarQube runs when you push. CodeRabbit runs on PRs. Mapnostics runs every single day — automatically.

EIGHT LAYERS OF SYSTEM INTELLIGENCE

Ask your codebase questions no IDE can answer.

Mapnostics builds a live map of your entire codebase — files, functions, dependencies, and 90 days of git history — and keeps it updated every day.

mapnostics.com / intelligence

INTELLIGENCE MODULES

ACCURACY01

Dead Code Detection

Find unused exports, dead functions, and orphaned files — flagged at 95%+ confidence before they rot deeper into your codebase.

44

Total Flags

44

Flagged

0

Confirmed

95%

Confidence

src/components/data-table/index.ts · L4–4

Unused export: DataTableExport is not used in this file

flagged · Confidence 100%

HOW IT WORKS

From repo to full system map in under 2 minutes.

1

Connect your repo

2

Mapnostics scans

AI reads your git history, file structure, and function usage patterns.

3

Get your report

Dead code flags, health score, intent map, blast radius — all in one view.

4

Share or act

Share the executive report, dismiss false positives, or export for your team.

app.mapnostics.com/connect

1

CONNECT

2

SCANNING

3

REPORT

4

Connect your repository

ffteema / ghost-appPrivate

Read-only access · We never write to your repo

PRICING

Simple, transparent pricing.

Start free. Scales with your team.

THE MATH IS SIMPLE

One production incident costs more than a year of Mapnostics.

The average engineering incident costs $5,000–$50,000 in rollback time, lost trust, and team hours. Mapnostics Pro is $49/month.

FREE

For personal projects and small repos.

✓1 repository
✓Dead code scan
✓Basic health score
✓Public repos only

Get started →

Be first when new intelligence drops.

We ship new system intelligence modules every month. Join the list.