How a 3-Person Team Ships Hundreds of PRs Every Week

Fully autonomous 'Loop Engineering' is risky. A method where agents produce results without human intervention cannot guarantee quality; Agentic Engineering, which involves considering design and architecture and taking responsibility for the results, is essential.

The Kenn Software team built the following workflow using Superpowers and roborev:

• Design and Brainstorming: Humans participate in all critical decisions and do not delegate design and taste to agents.
• Specification Writing and Adversarial Review: Once the design is finalized, precise specifications are written using Superpowers. A separate agent performs an Adversarial Review on these specifications, iterating until convergence.
• Implementation and Verification: Implementation is done in small units based on the specifications, with continuous local review and verification performed via roborev.
• Quality Enhancement: Since results from the latest models may be incomplete, roborev is used to catch bugs and harden the results.

Ultimately, agents perform typing and checking, but responsibility for the results and approval of **Pull Request(PR)**s must be handled by humans. All work must be transformed into Living Architecture Documents that go beyond simple documentation to allow understanding of the system.