The scariest AI agent is not the one that writes a strange paragraph. It is the one that can read private data, process untrusted instructions, and send information somewhere else.
Sagas for AI Agents: Undoing What an Agent Already Did
We are racing to hand AI agents real power — agents that book travel, file expenses, edit files, move money, and deploy code, mostly on their own. The demos are dazzling. But there
Human PR Review of AI Agents: The Judgment Ratchet
When agents write most of your code, the pull request stops being a defect-catching gate and becomes something more important: the steering wheel of the entire system. The compiler
DORA Metrics for AI Coding Agents: Stop the Gaming
An agentic loop that no one measures is a slot machine. It feels productive — tokens are flowing, PRs are opening, dashboards are green — but you have no idea whether the machine i
Secure Agentic Harness: The Lethal Trifecta at Fleet Scale
When you go from one engineer running one AI agent to a fleet of code-writing agents running an enterprise loop, you haven’t just added a productivity tool. You’ve stood up a new p
Build a Claude Code Enterprise Harness
An agent that writes code is a demo. An agent fleet you can trust on a million-line codebase is a harness — and a harness isn’t a feature you turn on. It’s a composition of primiti
The Agentic Development Loop, Explained for Engineers
If you’ve only met AI coding as autocomplete — a model finishing your line before you do — you’ve met the least interesting version of it. The agentic development loop is a differe
OpenClaw vs Hermes AI Agents: Architecture Guide
An AI agent that lives in your group chats, reads a calendar invite, opens a browser, edits a file, runs a shell command, remembers what you prefer, and reports back
What is MCP? The Protocol That Lets AI Connect to Your Apps
You ask Claude to draft a follow-up email to a client. Claude writes something solid — but it doesn’t know who the client is, what you last discussed, or what’s in your CRM. So you copy the context from one tab, paste it in, get the draft, copy that out, paste it somewhere else. The […]
What is Claude Code? A Plain-English Guide to Anthropic’s AI Coding Agent
What is Claude Code? A Plain English Guide to Anthropic’s AI Coding Agent You’ve probably used Claude to write an email, summarise a document, or talk through a problem. That’s