tips

IntroductionYou've heard about Claude skills. Maybe you've tried a few. But if you've ever opened a "best Claude skills" list and found yourself more confused than when you started —

You've seen the definition. "Few-shot prompting means giving an LLM a few examples so it can infer the pattern." Technically correct. Practically useless until you see it work — and

You spent three weeks building a sophisticated AI agent. You chose the best orchestration framework, tuned your prompts carefully, and connected it to a capable LLM. Then you shipped it

If you've been using Claude Code for more than a week, you've probably hit at least one of these walls: it rewrites files you didn't ask it to touch, it

There's a line that keeps showing up in Reddit threads and Hacker News discussions, and it captures the state of the AI coding tool landscape in 2026 better than any

The AI landscape has shifted dramatically in recent years. What started as a niche skill for researchers has become essential for anyone working with large language models. Whether you're building

Late 2025 marked a quiet turning point. Coding agents stopped being autocomplete tools and became actual collaborators. They build full features, run tests, query databases, generate artifacts, and send Slack

The question engineers ask most when they start building AI agents is: "What stack should I use?" The honest answer is that it depends on which layer you're talking about

IntroductionYou've seen the pitch. "Cut your LLM costs by 50% with AI routing." The demo looks impressive. The GitHub stars are piling up. So you plug in your API key,

Most AI Chrome extensions do one thing: give you a chatbot in a sidebar. You type a question, it types back. Impressive for five minutes — then you're back to

Why You're Actually HereYou downloaded Ollama. You ran ollama run llama3. And then your machine choked.Maybe you ran out of RAM. Maybe the model loaded but answered questions like a

Define the Purpose of Your TextBefore you type a single prompt into ChatGPT, get clear on why you're writing in the first place. This sounds obvious, but most people skip