Technote
4 articles· Working with AI · Developers
Working with AI Advanced
Generated code usually looks idiomatic. The trouble is that it can look idiomatic while omitting precisely the escaping, the prepared statement, the capability check or the path validation…
Working with AI Advanced
Every session starts blank, but a project's decisions and incident history must not. Collect conventions, reasoning, traps already hit and regression checks in one document, and the same…
Working with AI Practical
Missing escaping and missing capability checks are caught reliably. What has to be executed to be known — runtime behaviour, hook ordering across plugins, whether the change matches…
Working with AI Practical
The same question gives wildly different answers, and the variable is usually not the model but what you handed over. Supply your conventions, your version constraints and the…
Cited
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Working with AI
Writing a CLAUDE.md — teaching an AI coding assistant your project
AI coding tools such as Claude Code, Cursor and Copilot do better work the more precisely they know your project. Here is a structure and a set of principles that hold up.
Working with AI
Prompting an AI for UI design — drafting with Claude and GPT
Asking an AI to "make a nice button" gets you a disappointing button. Structured prompts that carry constraints, references and a defined role get you the design you meant.
Themes & plugins
SCSS from the ground up — variables through module structure
The core syntax of SCSS (Sass) and what it solves that plain CSS cannot: variables, nesting, mixins, @use and module structure — organised around patterns you can use immediately.
Themes & plugins
Design tokens and theme colour systems — brand identity in SCSS variables
How to turn a colour palette from a pile of hex codes into a system that means something — semantic token structure and SCSS variable patterns, from a real project.
Performance optimization
Designing a responsive typography system — the science of readability
Hard-coded pixel font sizes are over. Type scales, fluid sizing with clamp(), Korean webfont optimisation and line-height ratios — building typography that reads well on any screen.
Development workflow
From Figma to SCSS — a designer-developer handoff guide
Minimising what gets lost between a Figma file and the code: extracting tokens, naming components, keeping the spacing system in sync — the whole workflow, step by step.