The Ultimate Claude Code Playbook
A comprehensive guide to maximizing productivity with Claude Code based on proven community strategies and best practices. Table of Contents Foundation: The CLAUDE.md System…
Field notes
What I’m learning while building AI products.
Practical notes on AI products, CTO decisions, and the platforms that keep them reliable.
Google’s Gemini CLI vs Anthropic’s Claude Code: A comprehensive analysis of command-line AI coding tools
Google’s June 2025 release of Gemini CLI marks a pivotal moment in the AI coding tools landscape, introducing an open-source command-line interface that directly…
Claude Code, DevOps & Munger’s Machine Tool: Why You’d Be a Fool Not to Use AI
Everyone seems to have an opinion about AI tools like Claude Code, Copilot Chat, and Gemini CLI. And a lot of that opinion boils…
Introducing VibeOps: DevOps That Matches the Energy of VibeCoding
You’ve heard of VibeCoding — that magical state when you’re in flow, building cool things fast, and everything just clicks. The music’s right, the…
🚧 Vibe Coding with Safety Nets: Professional Habits for AI-Assisted Devs
By Alan (DevOps Engineer & Automation Enthusiast) If you’re deep into vibe coding — letting tools like Claude, GPT-4, or Jules take the wheel…
Agentic Coding Meets DevOps: DevOps Best Practices
Agentic Coding Meets devops Why autonomous software agents are quietly rewriting the playbook for shipping, running and securing modern systems. 1. From code-completion to…
Fighting Back Against AI Slop: Guardian Article Summary & DevOps Perspective
Introduction & Disclosure As a DevOps engineer, I believe in using technology to amplify the good – to support learning, build reliable systems, and…
ChatGPT and AI Coding: The Perfect Distraction at the Worst Time
AI coding tools like ChatGPT, GitHub Copilot, and Roocode have completely changed how we write and think about code. They make it effortless to…
Optimising AI Code Assistants: Key Context for Reliable and Accurate Output
Providing comprehensive and precise context about your development environment is crucial for maximizing the effectiveness and reliability of AI-powered code assistants. Here are the…
Notes on Optimising AI Code Editors with an Iterative Framework
1. Evolving Prompts with Infrastructure Complexity Prototype Phase: Scaling Up: **Practical Example: ** 2. Iterative Prompt Refinement in DevOps Aim for Efficiency: Two-Iteration Goal:…
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