🚀 Computational Scientist & Educator — PhD Physics (Genomics & AI 🧬). Python, ML, algorithms, OS internals & bioinformatics. Researcher, builder, advisor, systems architect — and mentor to future tech leaders.
Interactive essays, field guides and experiments — all live on GitHub Pages.
| Post | TL;DR |
|---|---|
| The Sandbox Shift | Why, when & how to sandbox AI-written code — with an interactive decider |
| AI Sandbox Landscape | A map of the execution-sandbox ecosystem |
| Inferoa | Inference-native agent mechanics: prefix caching, context compression, routing |
| Agentic Airbyte | Agent plans, crabbox runs, Airbyte moves — agentic data movement |
| Evals or You're Blind | Pydantic AI × Pydantic Evals on disposable boxes |
| Repo2RLEnv × crabbox | Score Harbor pr_diff tasks on a remote sandbox in ~50s |
| Odysseus × crabbox | A self-hosted AI workspace on a throwaway microVM, one command |
| Tiny Long-Memory Benchmark | LongMemEval-style memory benchmark fanned across sandboxes |
| Meta-harness on Islo | A harness that builds harnesses (POC) |
| env-rosetta | Same Wordle env, 4 RL frameworks, 4 sandboxes |
| Pokeloop | GA over LLM policies learning Pokémon GO |
| unity-loop | Vibe-coded Unity on remote sandboxes |
| wolfram-fb0 | AI-written x86_64 asm + eBPF fractals straight to /dev/fb0 |
| CI Caching Is Not One Cache | A field guide to GitHub Actions cache strategy |
| Post | TL;DR |
|---|---|
| 🆕 Databases in the AI Era | What fifty years of database systems must become when the dominant reader of data is no longer human |
| The Data That Taught the Machines | How Stack Overflow trained its own replacement |
| The Loop Is Coming Apart | jj, crabbox & the unbundled dev cycle — the diff is the unit of work |
| Intel: Vision Without Execution | A comic-style dive into Intel's 2000–2026 journey |
| Has steipete hit 1M GitHub YTD? | A live contribution tracker |
| Post | TL;DR |
|---|---|
| How Market Makers Print Money | Order books → Avellaneda–Stoikov, Glosten–Milgrom, Kyle's λ — interactive |
| Avellaneda–Stoikov, in a Sandbox | Reproducing the HFT paper in ~90s, no local Python |
| Template | Best for |
|---|---|
| 📅 10-Week Daily Planner | Keeping daily tasks on point for a full 10-week sprint |
| 🗓️ Weekly Planner | Setting weekly goals & events with a clear layout |
| 📘 3Q Planner | Outlining & tracking quarterly goals and progress |
| 📝 4D TODO List | Balancing Personal, Career, Relationships & Leisure |
Build → measure → write it down. ✨