Protagoras v1.5.0: Multi‑LLM Debate + Similarity Matrix
Architecture, flow, and what makes it feel like a “meeting with smart people,” plus next steps.
Blog
Writing focused on shipping: what I built, why the tradeoffs were chosen, and what I learned. Posts are short, scannable, and tied to working demos.
If you’re reviewing this during hiring, the intent is simple: give you concrete artifacts you can click, run, and understand quickly—without reading a 20‑page spec first.
Handwritten Digit Recognition: Draw → Predict in the Browser
A compact image-classification demo that runs fully client-side: canvas input → preprocessing → model inference.
Prompt patterns for stable multi-agent debate
How to minimize drift, enforce concise responses, and keep transcripts useful without runaway token growth.