AI Toolkit.
Thoughts on LLM-assisted development, Claude Code skills, and building better AI workflows.
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Keep Your Context Window Clean
Tokens cost money, but the real tax is harder to notice. As the context window fills up, Claude gets worse — it forgets instructions, repeats itself, loses track mid-task. Here's everything I do to keep it tight.
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Context Switching Done Right
Stashes, WIP commits, branch juggling. There's a better way to handle context switching, and it pairs surprisingly well with AI coding tools.
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Making Claude Code Yours
Claude Code is surprisingly personal. Here are 7 ways to make it feel like your own — from what it says while thinking to how it writes code.
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Top 10 Claude Code Tips for Newcomers
The most impactful things you can do to turn Claude from a generic assistant into one that follows your coding standards, patterns, and preferences every single session.
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Pedro Guimarães
Afonso Ferrer