Kieran and Nityesh demonstrate how using AI agents like Anthropic’s Claude Code enables them to ship features, fixes, and infrastructure updates at unprecedented speed. By integrating AI into every stage—from planning to debugging—they’ve built a self-reinforcing workflow where each task accelerates the next. Unlike traditional tools such as Cursor, Claude Code operates agenticly in the terminal, accessing system files, running commands, and analyzing git history to make intelligent decisions. They emphasize crafting effective prompts, using mental models from *High Output Management*, and catching issues early. Human oversight remains critical, with AI outputs reviewed and tested rigorously. Kieran ranks Claude Code as the most impactful AI coding assistant he's used, citing its autonomy, adaptability, and ability to handle complex, multi-step tasks across the development lifecycle—proving that the future of engineering isn't just AI-assisted, but AI-amplified.