I tinker with machines. Some of them think. My projects range from coding agents and LLM benchmarks to maps, computer vision, personal infrastructure, and vehicle electronics. More projects and notes live at drose.io.
| Project | |
|---|---|
| 🪵 Longhouse | Mission control for AI coding agents: ingest, search, and live-steer agent sessions across your machines. Rust session engine, FastAPI backend, React UI, native iOS/macOS clients. |
| 🔭 Agent Observatory | A macOS app that captures what coding agents actually receive, comparing expected context against real LLM traffic via a NetworkExtension transparent proxy. |
| ⚡ LLM Benchmarks | Continuously benchmarks LLM inference speed across 16+ providers, with a live public dashboard and a distributed job scheduler behind it. |
| 🛑 Stop Sign Nanny | Real-time computer-vision pipeline that watches an intersection over RTSP, tracks vehicles with Kalman filtering, and scores stop-sign behavior. |
| 🌊 FloodMap USA | Nation-wide US flood-risk mapping: a FastAPI elevation-tile service plus a MapLibre/WebGPU client with a shallow-water flood simulation. |
| Project | |
|---|---|
| 🔧 Agent Tools | MCP server facades that cut Claude Code's tool-token overhead by ~90%. |
| 📜 Agentlog | A zero-dependency parser that normalizes local agent session logs across Claude, Codex, Gemini, and Cursor. |
| 🖥️ Pixel Pilot | Computer-use agent that completes desktop tasks via screen control. |
| 🎁 Code Wrapped | A year-in-review for your AI pair-programming habits. |
| Project | |
|---|---|
| 🌀 Chaos Stability Probe | Mechanistic-interpretability research on how tiny prompt perturbations steer LLM generation, using activation patching and sparse-autoencoder feature deltas. |
| ⚖️ NYC Crime Data Explorer | Careful recidivism analysis over public NYC arrest/jail data with Polars + DuckDB, shipped as a live Next.js app. |
| 🌅 HDR Pop | Turns standard photos into HDR via AI-generated gain maps. |
| 🏀 March Madness LLM | NCAA bracket simulator that lets an LLM make the picks. |
| 🍷 This Wine Does Not Exist | Invented wines from GPT-2 + StyleGAN. |
Earlier work in control systems and computer vision that shaped how I think about autonomy.
| Project | |
|---|---|
| 🚗 MPC Vehicle Controller | Model-predictive control + vision for autonomous steering. |
| 🦾 Robotic Control with DRL | Deep reinforcement learning for robotic control in Unity. |
| 🛣️ Lane Tracking | Image-processing pipeline for autonomous lane detection. |
Over the last 30 days: 1,370 commits across 18 repos. I work alongside coding agents daily (roughly 525 agent sessions this month, mostly Claude Code and Codex), but the output is the part that matters.
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