Web app
AI Deployment Calculator
A calculator to size AI deployments before buying hardware. It estimates VRAM needs and recommends GPUs depending on task, on model size, quantization, batching, and framework overhead.
Loop Engineer in San Francisco
Human in the loop. All about tech that has to survive first contact.
I did my time at FAANGs as a SWE and FDE / Partner Engineer, then a stint in VC. Some stealthy startup time. Now I build apps with my AI interns, with a lot of verification (renmants of my time in DevEx).
Recent Projects
Developer tool
LoopGate Harness
A quality-driven loop harness for agents. It loops agents through verification gates, leaving engineers free to scheme.
Web app
Comfyday
For teens, for fun. A tiny weather-to-outfit app for what to wear today. Enter a ZIP code, check weather, get a weather-specific outfit.
AI eval case study
Inference Conference
Three AIs walk into a frontier lab. This is what happened.
What I Care About
Thoughtful adoption, not hype. Minimalism, not line count. Evidence, not guesses. And moves regardless of the crowd. Curious about: AHI (agent-human-interaction), the evolution of evaluations, and the practical mess of using AI to build.
Loops
Everything comes full circle. Fresh context, clear specs,
commiting, and quality. In life and in code.
Evaluation that bites
Measure the path, audit the source, and treat confident
wrongness as worse than refusing to guess.
Practicality
Elegance in less. Clear interfaces. And enough empathy that the
next human gets it.
Find Me
repos, writeups, and artifacts.