Question 1

How does Enkai understand my codebase?

Accepted Answer

Enkai maintains a Feature Atlas—a structured documentation of your codebase's architecture and patterns. This ensures every line of code generated is consistent and idiomatic.

Question 2

What happens if the AI makes a mistake?

Accepted Answer

Quality gates catch issues early. If lint, tests, or build fail, Enkai attempts auto-repair. If it cannot fix the issue within strict limits, it stops and reports exactly what went wrong.

Question 3

Is my code secure?

Accepted Answer

Absolutely. We use short-lived, scoped GitHub App tokens. Builder tasks run in private subnets with restricted egress, and secrets are managed via AWS Secrets Manager.

Question 4

What tech stack does Enkai support?

Accepted Answer

Currently optimized for Next.js and React applications with TypeScript. Support for additional frameworks is on the roadmap.

Productivity

Building Productive Agents: Lessons from the Pnyx Community