Constraint-driven architecture, brownfield modernisation, and building production systems under real-world pressure.
The AI era didn't create new knowledge. It created an expression layer for people who already had it. This is for that breed.
What the vault actually looks like after three months of PARA and three weeks of automated routing. Real numbers from a real system.
Someone said my blog has LLM smell. They were right about the writing. They were wrong about where the knowledge came from.
How to generate blog cover images that actually reflect your content — using a three-tool pipeline built around visual metaphor, not stock photo logic.
Design Council is a Claude Skill that activates five distinct philosophical lenses on demand — Ive, Rams, Hadid, Ingels, Norman — each asking a different question about the same design.
How NanoClaw, the BMAD Method, and Claude Code Remote Control combine into a single workflow that goes from late-night insight to shipped code — regardless of what device you are on.
Architecture advice assumes you start fresh. You never do. Here are five principles for designing software when constraints are the starting point, not an afterthought.
The best architectural decisions happen away from the keyboard. The discipline is having a system that captures them before they fade.
The architectural north star worth holding when a monolith has outlived its original design.
AI generates plausible but wrong code in large legacy codebases — not randomly wrong, but wrong in ways that quietly erode conventions. Here's how to prevent it.
The textbook answer is always a full monorepo merge. But in large codebases with independent release cadences, the right answer is often a stepping stone — and submodules can be that stepping stone.
How to recognize the moment when the next integration request should become a platform investment — and what that platform actually needs to include.
NanoClaw, Kleos, and Nyx are three different ways to talk to the same AI. Here is why that architecture exists and how it came together.