Abstract geometric figure split between precise architectural blueprint lines and flowing amber neural pathways — structure and intelligence as one form.
prompt · “An abstract architectural figure — half structural blueprint geometry, half flowing amber neural threads — two halves of one augmented form.”
— NanoBanana
← Back to feed
Constellation Building

The AI-Augmented Architect

How AI stopped being a novelty and became infrastructure — from context-loading in brownfield codebases to a full workflow that follows you everywhere.

5 signals
—
WRITE
Giving AI Context in Large Brownfield Codebases

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.

AI generates plausible code. In a greenfield project, plausible is often good enough. In a 166-project brownfield codebase, plausible is quietly dangerous — calibrated to the median of the internet, not to your conventions.

The fix isn't better models. It's better context.

expertise as code
BUILD
Claude Skills

Open-source Claude Skills for design, architecture, and developer workflows.

Once the context problem was solved, the next question was obvious: what else can be encoded? Skills turn methodology into infrastructure. Every invocation gets the same rigour without re-explaining the framework.

one skill deep-dive
WRITE
Five World-Class Designers in Your IDE

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.

Five world-class designers reviewing every design decision from five philosophical lenses. Not because AI replaces taste — but because the tension between conflicting verdicts surfaces what a single reviewer would miss.

the integrated workflow
WRITE
The Dev Workflow That Follows You Everywhere

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.

Context-loading. Encoded skills. Planning agents. Code review agents. The pieces assembled into a workflow that starts with a late-night WhatsApp message and ends with shipped, reviewed code — regardless of what device you're on.

a pipeline that reads first
WRITE
An AI Pipeline That Reads Your Post Before It Draws the Picture

How to generate blog cover images that actually reflect your content — using a three-tool pipeline built around visual metaphor, not stock photo logic.

Even the cover images follow the same principle. The pipeline reads the post before it draws the picture. Not keyword matching — visual metaphor derived from the actual content. The pattern is always the same: read first, generate second.