Private AI for software developers.

Take a defect from report to reproducible test

Explain failures, propose a fix and generate tests that exercise the reported behaviour.

Inputs: Authorised source code, issue descriptions, CI logs and application traces.

From observation to completed task

Create a development branch, run sandboxed tests and prepare a pull request with results.

Draft an explanation of a selected code path for a teammate

The supporting records include approved source files, tests and design notes.

Developers review code, run tests and approve changes.

The systems involved

Repository, issue and CI integrations with secrets excluded.

SOS AI configures the local models and tool permissions for this workflow. Actions in business software follow the authority you approve; uncertain cases and actions outside those limits go to the responsible person.

What a useful result must get right

Engineers review and test changes; no unapproved production deployment.