A gated Needly Labs private beta
Access key requiredUnderstand the code before it surprises you.
Code Audit Studio turns a public GitHub repository, pasted source, unified diff, or selected local files into useful documentation and an evidence-based engineering brief.
Engineering briefReady
01ArchitectureMapped
02High-priority findings3
03Next stepsPrioritized
One deliberate workflow
Provide. Analyze. Verify. Export.
- 01
Provide source
Use a public repository, paste source or a unified diff, or choose local text and source files.
- 02
Choose the brief
Request a full audit, documentation, code review, or release summary with an optional focus.
- 03
Review the evidence
Verify locations and recommendations, then copy, download, or print the report.
Narrow by design
Advice, not autonomous action.
- No repository writes, pull requests, code execution, or submission.
- No Needly Labs source or report history and no application database.
- No accounts, billing, analytics, advertising, or tracking.
- Source leaves the device only when you request analysis.
- AI findings can be wrong and must be checked against the source.