- Monorepo (frontend + backend + deploy configs) — full context in one place
- Heavy documentation in the repo — architecture patterns, conventions, examples
- TDD-first — "make this test pass" beats "implement this feature"
- Micro-tasks — break issues into chunks small enough to complete without losing context
- Strict tooling — linters, type checking, Playwright for UI testing
- Tight feedback loop — run all checks, see failures, fix autonomously
Honest take: you become a tech lead with an incredibly fast junior dev. Colossally fast. But still a junior — need to review everything, catch architectural mistakes, guide direction.
Happy to answer questions about the workflow or stack!
pazant•1h ago
Stack: React + TypeScript, FastAPI + WebSockets, Celery, Redis, PostgreSQL, k3s.
What made autonomous coding actually work:
Honest take: you become a tech lead with an incredibly fast junior dev. Colossally fast. But still a junior — need to review everything, catch architectural mistakes, guide direction.Happy to answer questions about the workflow or stack!