I don't just write code with AI — I orchestrate it.
I'm an AI-native engineer. My job isn't typing faster; it's keeping complex systems coherent. AI now handles a growing share of the implementation, which means my real work has moved up the stack — to orchestration, context management, validation, and the decisions that hold everything together.
A thesis I keep coming back to:
AI doesn't just speed up coding. It moves the bottleneck — from writing code to orchestration, validation, and decision-making.
Throughput goes way up. But responsibility, judgment, and coherence stay human. That gap is exactly where I work.
I operate less like a coder and more like a tech lead orchestrating a system — even when I'm the only one on it:
- Orchestration — coordinating frontend and backend in lockstep, holding context across several projects at once so nothing drifts out of sync.
- Externalized state — the real enemy isn't writing code, it's losing track of state. So I run explicit war boards and checklists for merges, audits, and tests instead of carrying it all in my head.
- Validation & decisions — AI generates options cheaply; the value is in choosing, validating, and saying no. I own correctness and direction.
- Engineering hygiene, finally realistic — audit, testing, tracing, cleanup, integration validation. The work that always got skipped because implementation was exhausting now actually gets done.
Right now I'm consolidating a tangle of services — several backends, frontends, and databases — into one unified architecture: a single backend, one worker, one scheduler, a handful of frontends. Solo. While production stays live and new features keep shipping.
The loop: audit each frontend page → test the backend → ship to staging → merge the next service → repeat, all while keeping the main branch and the consolidation in sync without dropping a single patch. It's the kind of work where AI as an orchestration layer isn't a nice-to-have — it's what makes doing it solo possible at all.
- Languages: TypeScript (primary) · Rust (exploring)
- Frontend: Next.js · React · Tailwind · shadcn/ui
- Backend: Node.js · Bun · Hono · Express
- Data: PostgreSQL
- AI workflow: Claude as an orchestration layer for day-to-day engineering
Background spans fullstack product work across the TypeScript/Bun ecosystem.
Open to collaboration, AI-native engineering conversations, and migration/consolidation work. Feel free to reach out:
Thanks for visiting my profile!