First Production Builds
Started shipping client-facing interfaces and learned how to balance polish with delivery speed.
// ABOUT
I'm Sigwrench.
AI systems engineer by trade. Film obsessive by nature. I build multi-agent workflows and write about code, cinema, and sound.
The Short Version
I build multi-agent AI systems — orchestration pipelines where Claude, Codex, and Gemini collaborate on real tasks. I also care about visual craft, the films I analyze, and the sounds I work to.
That mix of systems thinking, web craft, and media obsession is what ties my work together. I like building software that feels intentional, then stepping back into film, music, and all the details that shape taste.
I built this site because I wanted a space that felt like mine — not a LinkedIn profile, not a template, not a Medium blog. Just a corner of the internet that reflects how I actually think.
Career Log
Product Engineering Focus
Shifted toward full product ownership: architecture, frontend performance, and release workflows.
Design + Systems
Leaning into reusable systems and visual craft while keeping implementations pragmatic and maintainable.
AI & Agentic Systems
Built a multi-agent orchestration system with debate, consensus, and routing patterns — running Claude, Codex, and Gemini in production daily.
Orchestrating Agents & Shipping Software
Building multi-agent AI workflows, crafting web experiences, and writing about the intersection of code, film, and sound.
What I Work With
Languages
Frontend
Tools
AI & Orchestration
Want to get in touch?
I'm always up for interesting conversations about code, film, or anything in between.