AI agents are having a moment. Most of the conversation is either hype or doom. Neither helps you ship. This is a practical guide for builders who want agents that do real work — with concrete examples using Claude Code.
Platform engineering is no longer about building internal tools - it’s about designing self-service ecosystems that let engineering teams ship faster without sacrificing reliability. Here’s what that looks like in practice.
AI Agents for Normal Builders: A Practical Guide to Getting Real Work Done AI agents are having a moment. Most of the conversation is either hype or doom. Neither helps you ship. An AI agent is not magic. It is a workflow. If you strip it down, an agent is simply: LLM + tools + memory + a loop + guardrails. When that combination is designed well, it compresses 30-to-90-minute tasks into 3-to-10 minutes of review....