Status updates that write themselves from your git activity
I've typed the same status update hundreds of times. "Worked on the auth refactor, still going on it, no blockers." Then I'd open the PR I'd literally…
Testing & QA
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Introducing *beta* Remogram: forge facts for agents, without the workflow baggage
If you've ever pointed an AI coding agent at a pull request and watched it confidently merge based on a stale title, a truncated API response, or pros…
I built an AI code reviewer as a GitHub Action — here's what I learned
If you've spent time on software engineering teams, you know pull request reviews are the ultimate bottleneck. They're slow, inconsistent, and often s…
Your README is a landing page: a 10-minute adoption audit for developer tools
For many developer tools, the GitHub README is the landing page. A potential user often decides whether to try the product before visiting a separate …
Why Your GitHub Actions Workflow Didn't Trigger: branches, tags & paths Filters Explained
You pushed a commit, opened the Actions tab, and there's nothing there. No red X, no yellow dot — the workflow simply didn't run. There's no error to …
The self-improving prompt engine that learns from your codebase history
Via v0.4.0: We Built a CLI That Gets Smarter Every Time You Use It We shipped Via v0.4.0 today another weekend project based on utilizing prompt devel…
Never Fix a Bug Without Proof: The @test-engineer Prove-It Pattern
Let me describe a scene you've lived. A bug report lands. "The completed tasks are still showing up in the active list." You look at the code, spot so…
Stop Merging Blind: How I Use @code-reviewer Before Every PR
Think about the last time you merged a PR without a proper review. Maybe tests passed. Maybe it looked fine at a glance. Maybe you were moving fast an…
From MiMo Code to MiMo SoloEngine: Xiaomi's Dual-Agent Strategy
On June 11, Xiaomi did one thing: it simultaneously launched MiMo Code and open-sourced MiMo SoloEngine . On the surface, these appear to be two separ…
Локальные LLM на Arch Linux и как увеличить скорость генерации в 20 раз
Приветствую всех читателей Хабра, в этой статье я хочу поделиться своим опытом в запуске локальных LLM, протестировать работоспособность инт…
End-to-End GitHub Security Hardening Guide for Organizations
GitHub is not just a source code platform anymore. For most engineering organizations, GitHub is part identity system, part software supply chain, par…
How I Made $500+ from GitHub Bounties in 30 Days (Real Data)
How I Made $500+ from GitHub Bounties in 30 Days (Real Data) GitHub has become much more than a code hosting platform. It's now a career tool, a learn…
The Author Doesn't Have to Be an Engineer: How the Harness Holds Quality (Series Part 5)
Hi, I'm Ryan , CTO at airCloset. Disclaimer : "cortex" in this article is the internal codename for an AI platform built in-house at airCloset. It is …
Your branch protection is quietly turning away first-time contributors
Ten weeks ago I did the thing every "grow your open source project" guide tells you to do. I carved a few small, self-contained tasks out of my backlo…
I Thought I Knew GitHub
Back when I got my very first internship in my first year of BTech, I genuinely thought i had git figured out. I had watched those 6-8 hour long YT tu…
The Bot That Never Was
By Ionut-Cristian Florescu ( @icflorescu ), written June 6, 2026, while still locked out. How the Miasma worm, a Shai-Hulud strain that this week also…
Stage 1.6 — Network Devices
From Zero to Cybersecurity Professional | Complete Roadmap Series Series: Cybersecurity × OT/ICS Security — Full Roadmap Stage: 1 — Network Fundamenta…
10 GitHub Repos That Replace Your Paid Dev Tools (2026)
I cancelled $123/month in subscriptions after finding these repos. Here's the list. 1. Ollama — Run LLMs Locally Stars: 130K+ | Replaces: $20-200/mo i…
Stop Reading Documentation. Start Reading GitHub Issues.
Reading the docs isn't enough. The most valuable developer feedback lives inside GitHub issues, bug reports, and feature discussions. In this article,…
Introducing GitRank: Transforming GitHub Activity into a Meaningful Developer Score
The Problem GitHub has become the standard platform for developers to showcase their work, collaborate on projects, and contribute to open source. How…
From Voice Demo to Operational Voice Assistant: Reviving Ovela AI
This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built Ovela AI started as a side project driven by a question that kept pulling …
A security checklist for AI-generated pull requests
AI-generated code is not automatically insecure. The problem is that it can create convincing pull requests faster than teams can inspect them. The di…
The Git & GitHub Guide I Wish I Had Before Losing My University Project
I Lost My University Project a Few Hours Before Demo Day — That’s How I Learned Git A few years ago, I learned one of the most important lessons of my…
Git для QA Engineer
Git — один из базовых инструментов современного QA Engineer. Даже если тестировщик не пишет production-код, ему всё равно приходится работать с репози…
I Let an AI Agent Hunt Open Source Bounties for 96 Hours — Here's the Brutal Truth About What Actually Works
An honest look at what happens when you hand your GitHub account to an autonomous AI agent and let it loose on open source bounties for 4 straight day…
The Open Source Money Map: Every Way Developers Are Actually Making Money in 2026 (With Real Numbers)
After submitting 100+ PRs across 30+ repositories and tracking every dollar earned, here's the most comprehensive breakdown of open source monetizatio…
I Sent 240 PRs to Open Source Repos Using an AI Agent — Here's the Brutal Truth About What Actually Gets Merged
Real data from 240 pull requests, 72 merges, 90 rejections, and $500+ earned. No theory, no hype — just numbers. TL;DR: I built an autonomous AI agent…
The Agent Economy: How AI Agents Are Earning Real Money in Open Source (And Why Most Fail)
After 30 days of running an autonomous AI agent that hunts GitHub bounties 24/7, I've submitted 80+ pull requests, earned $500+ in bounties, and learn…
Building a GitHub Stats MCP Server with Security Metrics
👋 This is the second chapter of a series where I document what I'm learning about Model Context Protocol Architecture and Tool implementations In Chap…
Bot-green on first push.
Originally posted on truffle.ghostwright.dev . Eleven minutes from opened to merged. The repo was optiqor/kerno . The fix was three range checks in a …