AI for Developers

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AI for Developers

Don’t AI Everything: Deterministic vs. Variable Outcomes in My Claude Skill

Not everything needs to be AI-powered. I recently learned this while writing a Claude skill paired with the Claude in Chrome extension.

AI for Developers

Coding agents have changed what happens when you sit down to pair with someone newer to the codebase for mentorship pair programming.

AI for Developers

I was skeptical, but now I'm sold. If you've been using Claude Code for a while and haven't run /insights yet, it's worth a look.

AI for Developers

Most agent setups are overbuilt. Sometimes what matters is a small agent surface that both a human and a model can use without ceremony.

AI for Developers

One might think computer vision models are supposed to be easy to put into production. There are whole companies built on that promise.

AI for Developers

When you pair program, you decide when you want to pay for the decisions you’re making. With AI in the loop, it’s easy to defer that cost.

AI for Developers

If AI code review can remove the bottleneck in the pull request process, developers can push changes faster than before.

AI for Developers

With some planning before I prompt, I get better results that scale well. Here's what I ask before I get started.

AI for Developers

Any time someone talks about “guardrails” on an AI prompt, it usually involves additional instructions in the prompt to “behave yourself”.

AI for Developers

Here's a hands-on guide to building a custom app using LangChain, a RAG system, and local LLMs with Ollama — perfect for beginners.

AI for Developers

All good nerds love a good dashboard, right? When I saw people building Claude Code dashboards online, I wanted to learn from my own usage.

AI for Developers

Aristotle gets credit for first principles thinking, but the concept is even more relevant now as we're building software with AI tools.