Tag:ai
All the articles with the tag "ai".
The AI Adoption Talk Every Dev Team Is Having
Posted on:June 18, 2026The real objections to AI-assisted coding, IP and PII risk, junior developers, answered honestly. Then how Claude and Claude Code actually earn their place on a dev team, and how to get your org to adopt them.
Multi-Agent Systems: When One AI Is Not Enough
Posted on:June 29, 2026Single agents hit a ceiling fast. Here's what multi-agent architecture looks like in practice, the patterns that actually hold up, and the coordination problems no one warns you about.
Building a Claude Code Plugin for Your API Stack
Posted on:July 6, 2026A practical walkthrough on packaging your team's conventions into a Claude Code plugin, using a Node.js, TypeScript, NestJS, Docker, Vitest, Supertest, and GitHub Actions API as the example.
RAG Chunking Strategy: The Underrated Step
Posted on:May 19, 2026Most RAG apps fail at retrieval, not generation. And most retrieval failures trace back to chunking. Here's what I've learned about chunk size, overlap, and strategy.
Claude Code as a Daily Driver: An Honest Take from a Principal Engineer
Posted on:May 5, 2026How I actually use Claude Code every day as a Principal Engineer — real prompts, CLAUDE.md setup, git integration, and the honest limits of the tool.
Claude Code Plugins vs Skills: What's the Difference?
Posted on:May 14, 2026Claude Code has both plugins and skills - and they're not the same thing. Here's a plain breakdown of what each one does, how they differ, and how to install and manage both.
The 10 Claude Code Skills I Actually Use at Work
Posted on:April 8, 2026Not a curated list. These are the skills I have installed right now, what they do for me day to day, and why I haven't uninstalled them.
How to Know Your RAG Changes Actually Helped
Posted on:July 13, 2026Measuring RAG Retrieval Quality with Precision, Recall, and LLM-as-Judge.
RAG Applications: What I've Learned So Far
Posted on:May 11, 2026I've been studying RAG for months and building a proof of concept. This is what I've learned so far: what it is, how it works, and how I'd explain it to another developer.
Vector Databases Explained: What They Are, Why They Matter, and Which One to Pick
Posted on:May 6, 2026A breakdown of vector databases: what they are, how they work under the hood, the real-world use cases that make them worth understanding, and a plain-language comparison of the top five options.