/sys/engineering

[ The Lab ]

The domain of Applied Intelligence. Here, I build the systems that make AI function reliably in the real world.

Bloomdesk

Product | AI Pipeline

Addressing the "Translation Gap" between users and engineers. An intelligent pipeline that converts vague bug reports into structured, high-entropy technical tickets using LLMs.

DeltaTask

MCP | Python | Obsidian | SQLite

An MCP server that enables AI assistants to manage tasks in Obsidian. Bridges the gap between conversational AI and personal knowledge management.

crystallize

Python | MLOps | Reproducibility

A lightweight framework for rigorous, reproducible data science. Solving the "hidden state" problem of Jupyter notebooks by enforcing a "Pipeline-as-Code" philosophy.

ai-safety-compass

Next.js | Python | AI Safety

An interactive tool for exploring AI safety perspectives and frameworks. Visualize where different approaches fall on the safety landscape.

agent-tokens

Protocol | Identity | AI Safety

A standard proposal for AI Agent Identity. Shifting from adversarial bot detection to declared cryptographic provenance.

resume-mcp

MCP | Cloudflare Workers | Agent Tokens

Your identity as an API endpoint. An MCP server that lets AI agents query your professional profile with structured tools instead of scraping HTML.

gcomm

Rust | Ollama | DevTools

A Rust CLI for seamless communication with Ollama models. Fast, ergonomic, and designed for developer workflows.