Available Now — Open Source

Technical Debt Has
a Dollar Sign.
We Found It.

7 analyzers scan your codebase in under 60 seconds. DebtMap quantifies technical debt in dollars, prioritizes fixes by ROI, and tracks improvement over time. No gut feelings. Just data.

$ pip install autoai-debtmap
7 analyzers
·
1,359 functions scanned
·
$2,400 monthly savings found
·
<60s scan time
PRODUCT DEMO

See DebtMap in Action

42-second commercial showing the problem, the product, and the proof.

Watch DebtMap scan a real codebase.

This is actual output from scanning the AutoAI Labs core/ directory. Every number is real.

debtmap scan core/
Scanning

Technical debt is invisible.
Until it isn't.

Before DebtMap

Flying Blind

×
Gut-feeling prioritization

"This feels messy" is not a strategy. Teams refactor what they know, not what matters.

×
"We'll fix it later"

Later never comes. Interest compounds. Velocity drops 15% per year.

×
Invisible cost to business

"We need 3 sprints to refactor." "Why?" No data, no investment.

×
No way to track improvement

Did last quarter's refactor work? Nobody knows. No baseline, no measurement.

After DebtMap

Data-Driven Clarity

Quantified cost per hotspot

Every complex function gets a dollar amount. $2,400/month in this file alone.

ROI-prioritized fix list

Fix top 5 hotspots, save 35 engineering hours per month. Ordered by impact.

Business speaks dollars

"Refactoring this module saves $8,400/month." That gets approved.

Track debt over time

Weekly trend reports. See debt rise or fall. Prove the ROI of refactoring.

See your debt as a heatmap.

Every cell is a function. Color shows complexity. Hover to see the file path and score. Red and purple cells are costing you money.

core/ — 1,359 functions
Simple
Critical
0
Simple (1-5)
0
Moderate (6-10)
0
Complex (11-20)
0
Very Complex (21+)
0
Unmaintainable

Four commands. Complete intelligence.

DebtMap is a CLI tool that runs locally on your machine. No cloud. No accounts. No data leaves your environment.

debtmap scan . 🔍

Scan Your Codebase

7 analyzers run in parallel: cyclomatic complexity, code duplication, coupling analysis, test coverage gaps, dependency age, security debt, and documentation debt. Full repo in under 60 seconds.

7 Analyzers
debtmap cost --hourly-rate 100 --team-size 8 💰

Quantify the Cost

Every debt item gets a dollar value based on your team's hourly rate and size. See exactly how much each complexity hotspot costs per month in engineering time and bug frequency.

$/month per file
debtmap report 📈

Generate Reports

Executive-ready PDF and HTML reports with heatmaps, cost breakdowns, and prioritized fix lists. Share with leadership to justify refactoring investment with hard ROI numbers.

ROI-Prioritized
debtmap track 📊

Track Over Time

Run weekly scans and track debt trends. See if last sprint's refactoring actually reduced complexity. Prove the value of tech debt investment with before/after comparisons.

Trend Analysis

Fix 5 hotspots. Save $2,400/month.

Real numbers from scanning the AutoAI Labs codebase. Your savings will vary based on team size and hourly rates.

Estimated Monthly Impact

Based on $100/hr rate, 8-person team

5
Hotspots to fix
35
Hours saved / month
$2,400
Monthly savings
core/live_tester.py — Complexity: 55 $0
core/invariant_guard.py — Complexity: 46 $0
core/product_quality_gates.py — Complexity: 38 $0
core/intelligence_engine.py — Complexity: 37 $0
core/live_tester.py — Complexity: 33 $0
$0/month saved
By fixing the top 5 complexity hotspots

Three commands to total clarity.

No signup. No API keys. No cloud. Install and scan in under 60 seconds.

1

Install

One pip install. No dependencies beyond Python 3.8+. Works on Mac, Linux, and Windows.

pip install autoai-debtmap
2

Scan

Point it at your codebase. 7 analyzers run in parallel. Results in under 60 seconds for most repos.

debtmap scan .
3

Prioritize

Get a ranked list of fixes ordered by ROI. Know exactly what to refactor first and how much you'll save.

debtmap cost --hourly-rate 100
7
Debt Analyzers
1,359
Functions Scanned
$2,400
Monthly Savings Found
<60s
Scan Time
PRODUCT POSTER

DebtMap at a Glance

View full poster ↗
INTERACTIVE DEMO

Try DebtMap Right Now

No installation needed. This runs entirely in your browser.

DebtMap Interactive Demo LIVE
Configure scan parameters and click "Scan for Debt" to analyse...

Start free. Scale when ready.

Free tier runs forever with no limits on scan size. Pro and Enterprise add team features and CI/CD integration.

Free
£0
See your debt clearly
  • 3 analyzers (complexity, duplication, dead code)
  • Up to 500 functions
  • Complexity heatmap
  • CLI output
  • Top 5 hotspots
  • Business impact scoring
  • Cost estimation
Enterprise
£30/mo
For engineering organisations
  • Everything in Pro
  • Multi-repo scanning
  • Team debt dashboard
  • Sprint planning integration
  • Custom analyzers
  • CI/CD integration
  • Dedicated support
Contact Sales
Custom
Custom
Enterprise-wide
  • Everything in Enterprise
  • On-premise deployment
  • Custom SLA
  • White-glove onboarding

Free tier has zero restrictions on scan size or frequency. Pro features require an API key from autoailabs.co.uk/account. All tiers process code locally — your code never leaves your machine.

📈 First scan free forever — see your debt in 60 seconds

Stop Guessing.
Map Your Debt.

Join engineering leaders who fix debt with data, not instinct.

$ pip install autoai-debtmap
Start Scanning Free