The Full Loop: One Feature, End to End (and the End of the Copy-Paste Problem)
The finale of The Workflow. We take one small feature from prompt to running
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Letting the AI Off the Leash (Without Getting Bitten)
Unit 5 of The Workflow puts agents inside your pipeline, from AI that -
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 -
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… -
AI Made Writing Code Cheap. Now Automate the Catching.
Unit 3 of The Workflow. Seven modules: tests, CI, security scanning, -
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 -
Half Your Teammates Aren’t Human (and the Loop Doesn’t Care)
The full coordination loop: issue, branch, PR, review, merge, issue -
The AI’s Code Looks Right. That’s the Problem.
AI writes uniformly clean code whether it's correct or not, which breaks the -
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 -
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
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
Stop Making Your Agents Take Turns: Git Worktrees
Branches let one agent try something risky. Worktrees let two agents work
Let the AI Try Something Reckless: On a Branch
A Git branch is a disposable copy of your project where an AI agent can
Commit the AI’s Config, Not Just the Code
The instructions you give an AI (your conventions, test commands,
Let the AI Edit Your Files (Yes, Really: Here’s Why It’s Safe)
The payoff of fixing the copy-paste problem: agentic, editor-integrated
Version Control Isn’t Just for Code: Start With Your Words
The lowest-stakes place to practice Git is on writing, and it happens to be a
Git Is Undo for AI (and Memory It Can Read Back)
The single most important habit in AI-assisted coding isn't a prompt; it's
The Copy-Paste Problem (and How to Actually Get Started)
Part one of The Workflow. The chat-to-file copy-paste loop breaks in
Your AI Already Writes Good Code. That’s Not Your Problem.
I built a free course for IT pros who can already get an AI to write
Zerto Docs MCP — Part 2: Hybrid Search and a Curated Knowledge Layer
Running a public Zerto Docs MCP server taught me the ceiling of dense-only retrieval. This is the story of finding it, fixing it with BM25 + RRF + reranker, and three other things (KB articles, a curated lessons doc, ingested…