Support

Contact

Email needlylabs@gmail.com. Include the request reference, approximate UTC time, source type, and visible error text. Never email source, reports, beta keys, repository tokens, passwords, or personal data.

Private-beta access

The hosted beta requires an access key supplied directly to approved testers. The key is not saved by the app. Access is intentionally limited to two analyses per network identifier and two analyses across the service per rolling 24-hour process window. Capacity can therefore be unavailable even when a tester has not reached their own limit.

Supported source

• A public GitHub repository root URL on its default branch.
• Pasted code or configuration.
• A pasted unified diff or patch for before/after analysis.
• Up to 30 selected common text/source files.
• Up to 80,000 UTF-8 source bytes per analysis.

Private repositories, remote branches or pull-request fetching, archives, binaries, generated dependencies, and executable uploads are not supported.

Safe workflow

1. Remove secrets, credentials, personal data, and unrelated files.
2. Choose one report type and add a narrow optional focus.
3. Generate the brief and verify every material claim in the source.
4. Copy, download Markdown, or print/save PDF if the report is useful.

Troubleshooting

A wrong key returns a private-beta access message. An unsupported or oversized selection is rejected before analysis. If the service reaches capacity, wait for the displayed rolling-window reset. If a model request times out, submit a smaller, more focused source selection. Cancelling a browser request stops the active request when the upstream provider honors cancellation.

What the app will not do

Code Audit Studio does not run code, install dependencies, change or write repositories, submit reviews, guarantee vulnerability detection, or replace manual engineering judgment.