FAQ

Frequently Asked Questions

The MVP should answer common buyer concerns clearly and conservatively.

Complex workflows are why we’re here. We work in bounded stages so the workflow becomes understandable before anyone jumps to a fix.

Do you fix bugs automatically?

No. The core product is staged workflow orientation. Optional deeper analysis or fix direction may be possible when evidence is sufficient, but the offer does not promise automatic repair.

Is this a replacement for engineering judgment?

No. Reports are intended to support engineers by clarifying workflow structure, risks, missing evidence, and acceptance criteria.

Can I submit private production data?

No. Redact secrets, credentials, API keys, private customer data, and regulated data before submission.

What problems are a good fit?

Problems involving nested workflows, pagination, queues, retries, partial failure, checkpoint/resume, accumulated state, multi-service handoffs, or side effects are strong candidates.

What problems are not a good fit?

Very vague reports, security-sensitive incidents needing immediate response, legal/compliance determinations, or requests requiring production certification are not a good fit for this MVP.

What will I receive?

Depending on scope, you may receive a Workflow Orientation Report, Cycle / Handoff / State Report, Risk and Missing Evidence Report, and QC / Acceptance Criteria Report.