Practical perspectives on modern web architecture, AI agents, cloud infrastructure, and product design — written by engineers.
Go beyond the basics of Claude Code and explore how context, CLAUDE.md, Skills, subagents, MCP, hooks, and prompt caching work together to create smarter, more efficient AI-assisted software development workflows.
Claude Code is changing how developers build, debug, test, and modernize software. In this guide, we explore how AI coding agents work, what Claude Code can do, how businesses can benefit, and why experienced developers remain essential for building secure, reliable, production-ready software.
Success in the LLM space isn't about building the most sophisticated system. It's about building the right system for your needs. Start with simple prompts, optimize them with comprehensive evaluation, and add multi-step agentic systems only when simpler solutions fall short