Field notes
Practical notes on AI products, CTO decisions, and the platforms that keep them reliable.
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…
Everyone seems to have an opinion about AI tools like Claude Code, Copilot Chat, and Gemini CLI. And a lot of that opinion boils…
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…
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 Why autonomous software agents are quietly rewriting the playbook for shipping, running and securing modern systems. 1. From code-completion to…
Introduction & Disclosure As a DevOps engineer, I believe in using technology to amplify the good – to support learning, build reliable systems, and…
AI coding tools like ChatGPT, GitHub Copilot, and Roocode have completely changed how we write and think about code. They make it effortless to…
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…
1. Evolving Prompts with Infrastructure Complexity Prototype Phase: Scaling Up: **Practical Example: ** 2. Iterative Prompt Refinement in DevOps Aim for Efficiency: Two-Iteration Goal:…
In the ever-evolving landscape of software development, artificial intelligence (AI) is rapidly becoming an indispensable tool for developers. By integrating AI into your development…
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