Writing
Notes on AI systems, machine learning, and the work around them.
Project breakdowns, technical lessons, wrong turns, and occasional notes on work and life.
Building a self-hosted multi-agent runtime
Why I built my own agent system around the Claude Agent SDK, and what memory, specialist agents, recovery, and trust changed along the way.
Read noteWhat ROC-AUC hid in my fraud-detection project
A high score told me the model could rank transactions. It did not tell me how many alerts a fraud team would have to review.
Read noteWhat belongs here