Feedback to shipped code.
An autonomous development pipeline that converts user feedback into implemented, tested, and reviewed code. Claude Code agents, untrusted-actor review patterns, and Docker-sandboxed execution — output as a normal pull request.
Built for the hard parts.
Feedback → PRD
Raw user feedback distilled into a structured product requirements doc with success criteria, edge cases, and explicit non-goals.
Claude Code agent loop
Autonomous implementation cycle that runs the dev loop — read code, write code, run tests, iterate — until the PRD criteria are met.
Docker-sandboxed execution
Every action runs inside a disposable container. Compromised tools, runaway scripts, and dependency issues stay isolated from your infrastructure.
Auto-generated test suites
Tests written from the PRD's success criteria, not from inferring intent in the diff. Real coverage for the behaviour you actually shipped.
Untrusted-actor review
Reviewer agents adversarial to the writer agent — looking for missed edge cases, regressions, and unsafe code paths before a human ever sees the PR.
Reviewable PRs
Output is a normal pull request — labelled, summarised, and ready for human review on GitHub or GitLab. No hidden state.
Plays nice with what you run.
Most coding agents stop at 'here is a plan'. AutoPRD runs the loop end-to-end and presents a reviewable PR — the kind a senior engineer would approve.
PRD signoff and the final PR review. Everywhere in between is automated; the two endpoints are deliberately yours.
What it does, in numbers.
Production-grade, not a prototype.
- Built and run by Orynx engineers — not handed off to a vendor.
- Privacy-by-design: end-to-end encryption, HIPAA / SOC 2 / ISO 27001 alignment.
- Pairs with our dedicated engineering teams for integration, customisation, and support.
