Now

This is what I am focused on right now. I update this page when my focus changes, not on a fixed schedule.

Work

I am working on agentic flows for cybersecurity testing. A lot of my current attention is on how AI agents can help with testing, analysis, tool use, and product iteration.

Learning

I am strengthening my fundamentals in data structures and algorithms while continuing to explore practical AI-assisted development. I am especially interested in making AI workflows reliable in real engineering work, not just impressive in small demos.

Building

• PVE / homelab setup for local infrastructure experiments
• A financial analysis tool for comparing personal strategies against the market
• A visualization tool for project-manager issue dependencies
• whisper-wrap, a FastAPI wrapper around whisper.cpp with iOS Shortcuts integration
• AI agent skill development and reusable agent workflows

Some of these may turn into future writeups once they are stable enough to explain clearly.

Writing

I am turning parts of my private Obsidian notes into public engineering notes. For now, I expect most writing to come from projects I am actively building: debugging records, deployment lessons, tool experiments, and short notes that help future me remember why something was done.

Not doing

I am trying not to turn every experiment into a long-term commitment. I still explore a lot of tools, but I want to keep the ones that make my work clearer after the novelty wears off.