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Justin's IT Blog

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Giving the AI Hands: Extending It Into Your Real Systems

Unit 4 of The Workflow. How to connect AI to your real tools and data The post Giving the AI Hands: Extending It Into Your Real Systems appeared first on Justin s IT Blog .

Why I replaced MetaMCP with a custom MCP gateway I designed

Recently I started moving my MCP tools from a MetaMCP instance to a new MCP gateway call torii. Torii is a replacement for MetaMCP that I wrote the requirements for (I won t attempt to say I coded it because that isn t the world we live in anymore). Let s talk about the differences and why I The post Why I replaced MetaMCP with a custom MCP gateway I designed appeared first on Justin s IT Blog .

AI Made Writing Code Cheap. Now Automate the Catching.

Unit 3 of The Workflow. Seven modules: tests, CI, security scanning, The post AI Made Writing Code Cheap. Now Automate the Catching. appeared first on Justin s IT Blog .

Your AI Just Force-Pushed Over a Day of Work. Now What?

Recovery is its own skill. Here's the right undo for every Git The post Your AI Just Force-Pushed Over a Day of Work. Now What? appeared first on Justin s IT Blog .

Half Your Teammates Aren’t Human (and the Loop Doesn’t Care)

The full coordination loop: issue, branch, PR, review, merge, issue The post Half Your Teammates Aren t Human (and the Loop Doesn t Care) appeared first on Justin s IT Blog .

The AI’s Code Looks Right. That’s the Problem.

AI writes uniformly clean code whether it's correct or not, which breaks the The post The AI s Code Looks Right. That s the Problem. appeared first on Justin s IT Blog .

Who Picks This Up? Writing Issues for a Team of Humans and Agents

An issue is how you hand a piece of work to someone else, and "someone The post Who Picks This Up? Writing Issues for a Team of Humans and Agents appeared first on Justin s IT Blog .

Your Repo Lives on One Disk. That’s One Spilled Coffee From Gone.

Pushing to a remote gets your Git history off your laptop and somewhere The post Your Repo Lives on One Disk. That s One Spilled Coffee From Gone. appeared first on Justin s IT Blog .

Stop Making Your Agents Take Turns: Git Worktrees

Branches let one agent try something risky. Worktrees let two agents work The post Stop Making Your Agents Take Turns: Git Worktrees appeared first on Justin s IT Blog .

Let the AI Try Something Reckless: On a Branch

A Git branch is a disposable copy of your project where an AI agent can The post Let the AI Try Something Reckless: On a Branch appeared first on Justin s IT Blog .