Private AI for software architects.

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.

Prepare a design-review brief from approved technical documents

The supporting records include approved architecture decisions, interface descriptions and requirements.

Architects verify trade-offs and approve the final design.

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.