System Overview
A plain-English summary of what your codebase does, its core purpose, and how all the pieces fit together. No jargon. No assumptions.
- Executive-ready summaries
- Technology inventory
- Risk & dependency highlights
Read-only
The read-only codebase comprehension platform
for human stakeholders
AI writes the code. You still need to know what it does, how it's structured, and where the risks are — without becoming a developer.
No spam. No code changes. Ever.
Vibe coding and AI-generated software has changed everything, except the need to understand what you've built. The people who matter most to your business often can't read the code that runs it.
Decisions get made blind. Compliance audits stall. Onboarding takes weeks. Founders lose visibility into their own products.
A plain-English summary of what your codebase does, its core purpose, and how all the pieces fit together. No jargon. No assumptions.
Visual diagrams of how your system is structured — services, databases, APIs, and integrations — rendered in a way any stakeholder can follow.
What the system actually does — its user journeys, core entities, and data relationships — expressed as business logic, not code.
Trace how data moves through your system. Automatically identify Critical Data Elements and flag potential compliance, privacy, and security concerns.
You shipped fast with AI. Now you need to understand what you built before it gets any bigger — or before something breaks in production.
Your CTO or contractor used AI to build your product. You need to understand your own business logic without learning to code.
You've been handed a codebase generated by AI tools. Get oriented fast with architecture maps and system overviews instead of spending weeks spelunking.
Translate what's in the codebase into product decisions. Understand capabilities, constraints, and data flows in plain English — on your own timeline.
Assess data handling, identify Critical Data Elements, map regulatory touchpoints, and produce audit-ready documentation from any codebase — without developer involvement.
CodeHumanist is read-only. It never modifies your code.
We connect to your repository with read permissions only. We generate understanding — never changes. Your codebase stays exactly as it is. We simply help you see what's already there.
CodeHumanist is in early access. Join the waitlist to get first access when we launch — and help shape what we build.