Engineering Continuity Intelligence

Know what breaks
before it breaks.

VibeExplain analyzes any codebase and gives you a measurable risk score โ€” so you know what breaks when engineers leave.

Free to start ยท No credit card required

Knowledge Concentration Score

82
Critical Risk

Critical knowledge concentrated in 3 files imported by 47 others

Every engineering team has this problem.

Critical knowledge lives inside people's heads. Until they leave.

The Bus Factor

One engineer understands your entire payment system. Nobody else does. What happens when they leave?

The Hidden Risk

Critical dependencies are invisible until something breaks in production at 2am.

The Onboarding Cost

New developers take 2-4 months to become productive. Most of that time is just understanding what exists.

How it works

From GitHub URL to risk report in under 90 seconds.

01

Submit repo

GitHub, GitLab, Bitbucket, ZIP, or paste code

02

Risk score

Knowledge Concentration Score 0-100

03

Hotspots

Exactly which systems are fragile

04

Continuity

What breaks if any engineer leaves

05

Share

One link, no login required

Everything your CTO needs.

Not just code analysis. Engineering organizational intelligence.

Knowledge Concentration Score

A single 0-100 score measuring how dangerously concentrated critical knowledge is in your codebase.

What Breaks If X Leaves

Describe any engineer. Get an instant report of everything they own and what breaks when they are gone.

Codebase Comparison

Compare two codebases side by side. Know which is worth acquiring before you spend a dollar.

Risk Hotspots

Pinpoint exactly which systems are fragile, undocumented, and dangerous to touch.

Handoff Intelligence

Auto-generated documentation of every decision made and every file the next developer must read first.

Chat With Your Report

Ask anything about the codebase after analysis. Multi-turn AI conversation on every report.

Built for decision makers.

CTOs & VPs Engineering

Measure organizational risk before it becomes an operational crisis.

Software Houses & Agencies

Generate professional handoff documentation for every client delivery automatically.

Investors & Acquirers

Technical due diligence in 90 seconds. What consultants charge $10,000 for.

Simple pricing.

Start free. Upgrade when you need more.

Free

$0forever
  • 3 reports total
  • All analysis sections
  • Share links
  • PDF export
Most popular

Pro

$19/month
  • Unlimited reports
  • Team sharing
  • Chat on reports
  • Priority analysis

Audit

$499one-time
  • Deep analysis report
  • Codebase comparison
  • Continuity analysis
  • Executive PDF

Ready to measure your risk?

Join engineering teams using VibeExplain to identify continuity risk before it becomes a crisis.