Helping with AI training for junior developers led me to reflect on hands-on experience, the responsibility to check results, and connecting AI use with people’s work.
Applying AlgoSu’s AI agent practices to PinLog started with aligning people: making assumptions explicit and agreeing on structure, conventions, and ownership.
Supporting corporate AX training led me to reflect on what helps people return to AI in their own work after the class ends.
A project that started from curiosity about multi-agent systems became a full platform over 67 sprints. An honest retrospective of good decisions, deferred ones, and the journey from coder to builder.
Engineering · July 29, 2026
Runtime contracts, infrastructure ownership, and the gap between passing checks and deploying: a look back at PinLog’s July 2026 records.
Engineering · July 22, 2026
Looking at local-path and local-path-retain on a single-node k3s cluster, I separated three questions: Pod restarts, PVC deletion, and recovery after losing the node.
AI Agents · July 22, 2026
Separating observations, contracts, evidence, and query views when using Pico’s memory for operational decisions.
Project details coming soon.
A personal AI investing assistant built on your portfolio
An AI place journal that finds places again by experience and feeling, even when you forget the name
