ai

Extended thinking gives Claude a private scratchpad to reason before answering. In 2026, that's evolved into adaptive thinking — where Claude decides how hard to think per request. Here's the practical guide: what it is, when it pays off, and the cost math that determines when to skip it.

Anthropic's Model Context Protocol has quietly become the TCP/IP of AI tool connectivity — 10,000+ servers now exist. Here's what MCP actually is, how the protocol works under the hood, and the servers that transformed my daily Claude workflow.

I stopped writing CSS selectors. Now I take a screenshot and let Claude figure out what to click. Here's the real implementation of a Claude Computer Use browser agent — the interaction loop, working Python code with Playwright, and an honest breakdown of when it's magic vs. when to stick with regular APIs.

Every Claude session starts from zero — it doesn't know your codebase, your conventions, or what you care about. CLAUDE.md fixes that. Here's what went viral, why it matters, and how to write one that actually works.

Single Claude agents are powerful — but they hit a ceiling. Here's how I moved from solo agents to agent teams: an orchestrator that breaks down complex tasks and delegates to specialist sub-agents, with real Python code you can run today.

Claude Code's built-in slash commands are great — but the real power is writing your own. Here's how I automated my most repetitive dev workflows with custom skills, complete with real examples you can steal.

There's a fundamental difference between asking Claude a question and letting Claude actually do the work. Here's how tool use turns Claude from a chatbot into an agent — with real code you can run today.

Coming from Android development, I found pandas surprisingly intuitive once I mapped it to familiar concepts. Here's the mental model that made it click.

What 10 years of Java taught me about why NumPy is fast — and it's not what you think. Deep dive into memory layout, vectorization, and the paradigm shift from loops to arrays.

After 10+ years of Android development, I'm diving into AI and Machine Learning. Here's why, how, and what my 6-month roadmap looks like.