PWA Over Native App
ShootLight needed mobile access with offline support and push notifications. The platform decision affected reach, development speed, and user experience.
I ship production apps I architect, review, and verify — built with coding agents, owned end to end.
Every build documented — decisions, trade-offs, outcomes.
routebuilderdev — Full-Stack Developer. Python, TypeScript, React, Node.js, PostgreSQL.
Case · Creator & Developer · Live No Scratch Nav Built a community route-sharing platform for coach and bus drivers with AI — 313 tests (222 backend + 91 frontend), 30+ API endpoints, CI/CD, live in production Case · Creator & Developer ShootLight Built a PWA for photographers with real-time golden hour tracking, weather alerts, and offline support
I'm routebuilderdev, a full-stack developer. I went from my first line of code to a live production platform for coach and bus drivers in under a year — three shipped apps, 313 tests, CI/CD on everything. I build with coding agents and own every diff that ships — I set the architecture, review each change, and verify with tests and CI before anything goes live.
I document every major decision because great engineers don't just build things — they explain why.
Read my journey →Recent Decisions
View all →Docker + CI/CD from Day One
Many developers postpone Docker and CI/CD until late in a project. For an AI-assisted build, automation is even more critical.
Skills
AI / LLM Engineering
Retrieval-Augmented Generation, embeddings & vector search (Qdrant/ChromaDB), Ollama, structured outputs, prompt engineering, eval harnesses with deterministic offline tests
Frontend
React.js, TypeScript, Material UI, Progressive Web Apps, Service Workers
Backend
Python, Node.js, Express, PostgreSQL, Redis, REST API Design
DevOps
Docker, Nginx, CI/CD, Linux
Problems I Enjoy Solving
Designing APIs and schemas before writing code · Choosing the right database for the shape of the data · Shipping with CI/CD from day one · Turning real-world constraints (like map API terms of service) into product decisions · Building trust and safety into community products · Using AI as an engineering partner without letting it make the decisions
Let's Work Together
Looking for someone who ships production apps with AI and documents the reasoning behind every choice? Let's talk.