Archive
Structured guides and deep dives across Python, AI/ML, automation, and modern infrastructure. From first principles to production.
Claude Code
Every prompt you submit to Claude Code travels through a critical decision point before Claude sees it. That's where UserPromptSubmit hooks live.
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Claude Code
You're running Claude Code in your organization. It's humming along, automating code reviews, generating tests, refactoring your monolith. But somewhere in the background, data's being collected.
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Claude Code
If you've ever asked Claude to write code and wished it would automatically generate tests too, you're in luck.
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Claude Code
You're probably familiar with the typical AI workflow: ask a question in a chat interface, get a response, copy-paste the code into your terminal, run it, debug. Rinse and repeat. It's clunky.
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Claude Code
Ever found yourself context-switching between your editor and a terminal, wishing you could harness AI assistance in both places simultaneously? That's exactly the problem we're solving today.
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Claude Code
You've built an incredible skill in Claude Code. It saves you hours every week. Your teammates ask you to send it over. You email a prompt file. They load it.
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Claude Code
Every program needs a graceful exit. That's where stop hooks come in. When Claude Code is wrapping up a session—whether the user asked it to stop, hit an error, ran out of context, or encountered...
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Claude Code
You know that feeling when you've found the perfect workflow hack? Yeah, that's what slash commands are for Claude Code.
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Claude Code
You're running a critical task in Claude Code—maybe it's a bulk refactor across thousands of files, or Claude is generating a comprehensive analysis that takes twenty minutes.
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Claude Code
You've written the same set of instructions for Claude Code five times this month. Same pattern. Same context. Same expected output.
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