Best practices and lessons learned from building software.

MCP tool definitions were consuming 66,000+ tokens before you typed anything. Tool Search fixes this by loading tools on-demand, reducing token overhead by 85%. Here's everything you need to know about the feature that makes large MCP setups finally practical.

Claude Code tends to produce verbose, over-engineered code. The code-simplifier agent is an official Anthropic plugin that cleans up AI-generated code automatically - preserving functionality while eliminating unnecessary complexity. Here's how to use it.

What if Claude just kept going? The Ralph Wiggum technique creates autonomous development loops where Claude iterates on its own work until the task is genuinely finished. Here's everything you need to know about the plugin developers can't stop talking about.

You're refactoring your authentication system. Cursor forgets context halfway through. Claude Code handles the entire codebase. Here's why developers are switching - and when you shouldn't.

The AskUserQuestion tool is transforming how developers work with Claude Code. Instead of making assumptions, Claude interviews you to build a spec before executing. Here's how to use it - and how Cyrus brings this capability directly into Linear.

A coffee break. That's all it took. While I sipped my espresso, Cyrus resolved a customer's feature request, opened a PR, and updated Linear. Here's how we closed 38 issues in 3 weeks with almost zero intervention.

You're building a dropdown menu. You test it manually. It breaks on mobile. You fix it. Repeat. What if AI could do all of that - navigate, test, screenshot, and fix issues automatically? Here's how Playwright MCP transforms UI development from repetitive manual work into intelligent automation.

A complex refactor that would take a senior engineer 3 weeks completed in 3.5 hours - zero human intervention. Watch how an orchestrator agent coordinated six specialized agents, verified their work, and delivered a complete refactor. This is orchestration.