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AI for Developers

    Artificial Intelligence category
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Most Recent
AI for Developers

How I Use Agents Without Stopping My Own Growth

Agents make it very easy to outsource thinking. If I blindly accept that, though, I may end up with a shallow understanding of the system.
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

Thanks to AI, Mentorship Pair Programming Isn’t What It Used To Be

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

What I Got Out of Claude Code Insights (Without Rebuilding My Workflow)

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

Try This Pattern for a Small Agent Surface

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

Lessons from Running Computer Vision Models in Production

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

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AI for Developers

If You Think AI Made You a 10x Developer, You Need to Pair Program More

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

Here’s What I’m Learning from a New Policy on AI Code Review

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

Questions to Ask Yourself Before You AI It

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

Your AI “Guardrails” Are Just Suggestions

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

How to Build a RAG App, for Beginners: Local LLMs, Ollama, and LangChain

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

What I Learned From My Claude Code Dashboard

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.
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