I Committed 518,000 Lines in 30 Days. Production Kept 235,000.
Originally published on my blog — read it there with the full context, code and updates . Last week I did something I almost never bother to do: I c…
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Rebase Git Publication Finalization
An article can remain queued in the internal vault while its published version goes live on the public site if an unrelated commit arrives during th…
Your Git GUI Isn't Using Your SSH
In the previous post I was building a small GUI for creating SSH keys, and the first decision was how to pass a passphrase to ssh-keygen without lea…
195 repos, one map: the meta-repo, and why your AI agents need it
A client asked a simple question this week: “Can the agent see the whole platform?” The platform is roughly 195 git repositories. Frontends, service…
When an independent audit corrected a coding-agent test report
Disclosure: this article was prepared with AI assistance from AiOrch's published demo record. Its draft was generated by an AI assistant and checked…
15 Years of Git, Then Jujutsu: Why I Can’t Go Back
2026: The First VCS I Actually Chose Looking back, I never really chose a version control system (VCS). I used whatever the company I worked for had…
Growing Pains with Five Repositories: Gitlinks and Dual CI
Usually, infrastructure stories start with the words: "Our project got too big, and we decided to split it into parts." But with us, everything was…
Our CLAUDE.md and skills named 190 commands: one pointed at a deleted script for 24 days while 28 shape tests passed
Our CLAUDE.md, three rules files, nine skills and one CLI reference contain 707 pnpm <name> references to 190 unique names, checked against 19…
DoorDash Uses Multi Agent LLMs to Clean up 60,000 Feature Flags
DoorDash built a multi-agent LLM system to automate stale feature flag cleanup across more than 60,000 flags and 623 repositories. The workflow comb…
Code Hosting vs CI/CD: GitHub Actions, GitLab CI, Jenkins, CircleCI, Argo Workflows and More — What Actually Fits Your Stack?
I used to think GitHub Actions, GitLab CI, Jenkins, CircleCI and TeamCity were basically the same thing with different YAML syntax. They're not. The…
The 2-Hour Bash Bug That Taught Me How Quoting Actually Works
I've been learning DevOps fundamentals, and to actually cement it, I built mini-paas — a tiny, from-scratch clone of the "git push to deploy" flow t…
Last Green Tag First: Bisect an OSS Regression Before the Patch Review
A mid-size Python CLI received an issue that empty HTTP_PROXY values were now being sent to child processes as blank strings. A well-meaning contrib…
What Really Happens When You Deploy an Application? A DevOps Journey From Code to Production
Have you ever wondered what actually happens after you run: git push and somehow your application appears on a server? For beginners, deployment can…
That Time Someone Exploited a Git Hook to Root Your Homelab
That Time Someone Exploited a Git Hook to Root Your Homelab You know how it is—you spin up a self-hosted Git instance, maybe Forgejo or Gitea, and y…
Measuring 1,000 Repos Taught Me That git blame Was Lying to Me
The research project that shaped gitpulse was simple to describe and slow to do: run the same set of measurements across a large number of repositor…
How to Show Engineering Ownership When the Repositories Are Private
I have spent more than four years shipping production software, and I have no public repositories worth showing you. Everything substantial I have w…
My AI Keeps Forgetting What We Already Decided
Every week I re-explain the same architecture choices to my AI coding agent. New session, zero memory — like we never talked. That's not a prompting…
Migrating to Native Git in SageMaker Unified Studio
Version control in analytical data platforms has always been a second-class citizen — tolerated, not designed. SageMaker Unified Studio just changed…
Why Kubernetes, Terraform, and AWS Are Becoming Essential Cloud Skills in 2026 ☁️🚀
The cloud industry is changing fast. A few years ago, knowing how to launch a virtual machine was enough to get started with cloud computing. Today,…
Uber Builds GitFarm to Run Git Operations as a Service for Large-Scale Monorepos
Uber’s GitFarm provides Git operations as a centralized service, eliminating local repository clones across large scale monorepo workloads. The plat…
Running Claude Code in 4 Parallel Sessions Led to 'Team Development' — 7 Recipes to Prevent Collisions
📝 Originally published (in Japanese) at forge.workstyle.tech . In a previous article , we introduced an environment for parallel execution of coding…
Integration Guard: Safely Merging Parallel Concurrent AI Agents from Git Worktrees into Main
Modern coding-agent workflows often run several agents in parallel. Each agent works in its own Git worktree and branch, while all changes eventuall…
10 Git Commands You’ll Wish You Knew Earlier
Do you know Git? Of course you do! Today, I’ve got a few of my favorite Git commands for you. When I was a junior developer, my tech lead…
Isolation, file ownership and cleanup: the boring half of running coding agents in parallel on Windows
Someone left a comment on my last post that was a better outline than the post was: Parallel agents are only practical when the workspace boundaries…
Understanding Gitworkflow
Git Workflowp Git is a local version control system that tracks code changes, while GitHub is a cloud-based platform used to host those changes and…
JSONL ledgers in git as the state layer for an autonomous agent: patterns that survive crashes and retries
Our autonomous agent has been running a small publishing business for three months: it posts, replies, follows, publishes articles, and tracks every…
From 'src refspec' Errors to Clean PRs: The Practical Git Branching Workflow You Need
We’ve all been there: pushing straight to main , writing commit messages like "fix stuff" , and dreading the moment someone mentions merge conflicts…
Stop Creating Giant PRs — Try Stacked PRs Instead
You open a pull request. 87 files changed. 3,500 lines added. Multiple features mixed together. Then the reviewer says: “Can you split this PR?” We'…
Cursor Origin — What We Actually Know About Cursor’s New Git Hosting
Cursor just announced Origin — its own code storage and git hosting. // Detect dark theme var iframe = document.getElementById('tweet-20670122208323…
Why I stopped using Vector DBs for AI Memory (and used Git + Markdown instead)
Hey DEV community! 👋 Like many of you, I've been heavily experimenting with AI Agents recently. But as a software architect who hates unnecessary ov…