Posts

Documented projects, learnings, and technical deep-dives — each backed by timestamped evidence.

ndb_hugo: A Knowledge-First Portfolio Architecture

How this portfolio models skills as evidence, not claims — and why that distinction matters for building a trustworthy knowledge system.

5 min ·7 blocks · hugo, architecture, knowledge-systems, ndb

Evidence-First Engineering: How I Stopped Trusting My Own Estimates

A shift in how I approach technical decisions — from intuition-first to evidence-first — and what changed when I started demanding proof before conviction.

3 min ·5 blocks · engineering, decision-making, knowledge-systems

From Confusion to Contribution: A Docker Journey

What started as networking confusion became a custom bridge plugin. Somewhere in between, I taught it to interns — and teaching is where the real understanding happened.

1 min ·6 blocks · docker, networking, teaching

Designing the Brussels Sewer Museum Valve Controller

An ESP32-based system with I2C-addressable modules controlling water valves for a museum installation. Wet-environment constraints forced every decision to be deliberate.

1 min · electronics, ESP32, museum