Your codebase
talks. Listen.
AI writes code faster than ever. But is your codebase getting healthier — or just bigger? Klarix analyzes git history to surface hotspots, knowledge risks, and architectural debt so you stay in control.
Complexity hides in plain sight.
AI accelerates code generation, but nobody monitors the health of what gets produced. Codebases grow faster than teams can understand them.
Most defects cluster in a tiny fraction of your codebase — the files that change the most and grow the most complex. Without behavioral analysis, you're fixing the wrong things.
When your senior engineer leaves, critical knowledge disappears overnight. You won't know what was lost until something breaks in production.
AI-generated code ships faster but introduces new risks. Throughput is up but success rates are declining. More code, more complexity, less understanding.
Backed by independent data.
The link between code complexity, change patterns, and defects is well-documented. These are the studies that shaped how we built Klarix.
More issues and bugs in AI-generated code compared to human-written code — faster doesn't mean better
Increase in engineering throughput — but main-branch throughput actually declined 7% and success rates hit a 5-year low
Of engineer time is actually spent building new features. The other 84% goes to maintenance, upgrades, and remediation
Longer review wait times for AI-generated PRs without governance. AI code also introduces 15-18% more security vulnerabilities
Of development time is wasted due to technical debt — time that could go to shipping features instead of fighting complexity
Longer to complete tasks in unhealthy code vs clean code in the same codebase. Hotspot-focused refactoring breaks this cycle
Understand your codebase.
Know where the risks hide.
AI makes codebases grow faster. Behavioral analysis of your git history reveals the risks that static tools and code review miss.
Find the 10% of files that cause most of your bugs.
Whether written by humans or AI, some files accumulate risk faster than others. Klarix ranks every file by change frequency, author concentration, and complexity trend — so you fix what matters, not what's loudest.
See who knows what — before someone leaves.
AI generates code nobody owns. Humans leave and take context with them. Knowledge maps show contributor concentration per module, flag single-point-of-failure risks, and surface code that no one deeply understands.
| billing/ | auth/ | api/ | models/ | infra/ | |
|---|---|---|---|---|---|
SK Sarah K. | 90% | 10% | 5% | — | — |
AM Alex M. | 5% | 85% | 40% | 20% | — |
JL James L. | — | 5% | 50% | 70% | 15% |
MR Maya R. | 5% | — | 5% | 10% | 80% |
Discover hidden coupling your diagrams don't show.
AI doesn't respect module boundaries. Files that always change together across modules reveal coupling that code review and linting miss. Klarix detects these patterns from your git history.
Ask your codebase questions. Get actionable answers.
Natural language Q&A powered by your codebase data. Get refactoring plans, knowledge transfer docs, and risk assessments — not just charts you have to interpret yourself.
Based on the last 90 days, here are your top 3 risk areas:
I recommend prioritizing a knowledge transfer for billing/ and extracting the shared middleware logic.
Three steps.
Five minutes to clarity.
Connect your repos, let Klarix analyze your git history, and get actionable intelligence about your codebase.
Connect your repos
GitHub, GitLab, or Bitbucket. One-click OAuth. We only read git history and metadata — never write to your codebase.
We analyze your git history
Change frequency, code ownership, temporal coupling, complexity trends — extracted from commits, not just code. Behavioral analysis reveals what static tools miss.
Act on intelligence
See hotspots to fix, knowledge gaps to close, coupling risks to address. AI generates prioritized action plans so you know exactly where to start.
Code is written faster than ever.
Understanding it shouldn't be harder.
Hotspots, knowledge silos, and coupling risks compound whether code is written by humans or AI. Start free, no credit card, first insights in under 5 minutes.
Simple pricing.
No surprises.
Start free with hotspot detection. Upgrade when you need full codebase intelligence with AI recommendations.
Free forever
For small teams exploring codebase intelligence.
Billed annually
Full codebase intelligence for growing teams.
For large organizations
Advanced security, compliance, and dedicated support.
Got questions?
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