Jose Marcelius Hipolito
Senior Fullstack Developer @ AKQA
I build scalable web applications
Featured Work
FYP Creator Platform
A creator platform I designed and built solo — from database schema to deployment. The experience of wearing every hat on a real product.
TitanFX Dashboard Modernization
Solo frontend migration of a live trading platform. Thousands of daily users, zero tolerance for downtime, and a backend team that thinks in jQuery.
Developer Experience Tools
Three tools born from specific pain — a CS team that couldn't reproduce bugs, QAs blocked by stale cache, and translations that wouldn't update on lower environments.
Latest from the Log
What Claude Code's /insights Told Me About How I Build
525 Bash calls versus 109 Edits. I'm not using Claude as a code editor — I'm using it as an orchestration engine.
Building an AI Intelligence Layer in Pure Go
Scout gathers intelligence from 4 source types in parallel, scores every item on relevance, recency, and engagement, and deduplicates cross-source noise — ~3,000 lines of Go, zero external dependencies.
What 1,600+ AI Learnings Reveal
The 360 errors are the most valuable category. Each represents a mistake that an agent made, documented, and that no future agent will repeat.
Tech Stack
Activity
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