Product leader, 2x founder, and 4x patent holder exploring AI by building Burrow - a semantic search platform using Replit/Claude Opus + OpenAI embeddings and personalization for hyper-local discovery. MS Engineering (Georgia Tech), BS Physics (RPI).
Vibe Coding
Scaffolding is a key to transforming an AI project into a reliable, goal-directed product. Learn how our team revamped the "Burrow" project with engineering rigor, focused prompts, and a methodical approach, moving away from 'glamour apps' to proper product development at a much faster pace.
Vibe Coding
The key principles from Agile teams that AI accelerates but doesn't replace. Focus on incremental development, rigorous testing, and solid standards for architecture, security, and quality. Embrace the "boring" stuff - it's what prevents disaster and, with AI, can actually be a lot of fun!
AI Product Development
Ready for Phase 2 of our AI product development experiment! Getting away from cowboy vibe-coding, we restart with more traditional best practices - dividing core backend development and front-end vibe-coding. Both with much more rigor.
Vibe Coding
I wanted to be an AI "cool kid," so I had AI generate an investor-ready overview for my failed experiment. The result: buzzwords (Multi-Model AI Orchestration, 3-Path Neural Router, Vision AI) for a product that "didn’t practically work." Buyer beware of the siren song of AI buzziness and sizzle.
AI
Vibe Coding indeed seemed like magic. Something that would have taken weeks took minutes, and I was giddy. But without process, tech debt rapidly grew. Each new feature was harder to add, and I was spending most of my time trying to hack around the Frankenstein’s monster I had created.
AI
We're building "Burrow," an app testbed for innovative AI ideas. We follow the Mulder & Scully "X-Files" approach: embracing possibility and remaining skeptical. Follow along with our journey.
AI
Are the fantastic claims about AI real, or is it just dot-com era hoopla all over again? This blog tracks the 'Burrow' project—a hands-on mission to separate AI myths from what's truly possible.