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41 posts so far.
The Claude extended thinking mode that changes how I debug hard problems
Most engineers use Claude like a search engine. Turn on extended thinking and it reasons through your problem like a senior engineer thinking out loud — the difference is remarkable.
The Claude tool use pattern I copy-paste into every AI project
The exact function calling pattern for Claude tools — structured output, error handling, retries — that saves 2 hours per project. Here is the reusable ToolRunner class.
I stopped writing boilerplate. Claude generates it from a single comment
The prompting pattern that generates production-ready code with type hints, error handling, and tests — from a single comment. The secret is not the prompt itself.
Claude can hold your entire codebase in memory — here's what I built with that
Most engineers use Claude for snippets. I started feeding it my entire repo — and it changed how I do architecture reviews, refactors, and onboarding.
The Claude API feature that cut my AI costs by 80% overnight
Most engineers send the full context on every Claude API call. There's a built-in feature that changes that — and most people have never heard of it.