Caffeine, Code & Chaos

Systems engineer. Robotics geek. Maker of shiny things. Part race car, part glitter. Powered by caffeine and curiosity.

GitHub Copilot Enterprise Rollout Guide: From Zero to Fully Enabled

An opinionated, no-fluff guide to rolling out GitHub Copilot at scale. Links to official docs, metrics to track, and a clear path from pilot to full deployment.

The New Era of Product Development: From Human-First to AI-Led Agents

Software development is shifting from human-first autocomplete to autonomous AI agents that plan, code, test, and deploy - here’s how the next three years will reshape how we build software.

Build Your Own GitHub Copilot Agent: From Zero to Hero

Learn how to create custom GitHub Copilot agents from scratch. This practical guide walks you through everything from understanding the differences between prompts, instructions, and agents to building your first custom agent.

Engineering as a System: Lessons from GitHub's Success Playbook

GitHub’s Engineering System Success Playbook reveals how treating engineering as an interconnected system—not a collection of siloed metrics—leads to sustainable improvements in quality, velocity, and developer happiness.

GitHub Copilot Mastery Part 6: Real-World Use Cases That Transform Development

Discover powerful real-world applications of GitHub Copilot for debugging, functionality analysis, refactoring, testing automation, and security analysis. Master the practical skills that separate good developers from great ones.