When Your Pull Request Has More AI Reviewers Than Humans
Recently, I submitted a pull request to a project and had an experience that felt very different from the usual OSS workflow in the past. Instead of t…
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Introduction to Git
Welcome to Git Mastery , a series where we'll learn Git from the ground up, starting with the absolute basics and gradually moving toward advanced wor…
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 lies. So I built a bot that opens a docs PR every time you merge.
The README lies. Not on purpose. It was true the day someone wrote it. Then the function got renamed, the flag got removed, the env var changed, the e…
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 …
I built a tool that formats messy developer notes into clean GitHub Markdown
The Problem Every time I write a PR description, I start with raw notes like this: fixed bug with authService added JWT validation to middleware refac…
How I built an automated SBOM scanner to secure my supply chain 🛡️
Supply chain security is terrifying right now. With new vulnerabilities popping up daily and governments mandating compliance (like the EU CRA and US …
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…
I Built a GitHub Repo Health Scorer with the Free Public API
Hackathon judges, hiring managers, and open-source maintainers all ask the same question fast: is this repo alive and looked-after? Eyeballing every r…
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…
I Built an AI Code Reviewer That Runs on 240 Repos — And a Cron System That Keeps It Alive
I got tired of reviewing my own pull requests at 2 AM. So I built a GitHub Action that does it for me. Then I built a cron system to keep that action …
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 …
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 …
Share my GitHub Project-A personal service navigation
Hey Dev Community! 👋 I've been building a project on GitHub, and I wanted to share it with everyone here! 🔗 GitHub Project: 👉 https://github.com/lost-…
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…
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…
Hermes Agent for Developers: The Open Source AI Agent That Learns & Remembers
Why Hermes Agent Is One of the Most Practical Open Source AI Agents for Developers This is a submission for the Hermes Agent Challenge . Author: Soumy…
I Let an AI Agent Hunt Open Source Bounties for 48 Hours — Here's What I Learned About the Future of Contributing
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. Spoiler: it's not…
Part 8: Free Self-Hosted Mind Mapping for a Home Lab: Why I Put a Significant Part of MindMapVault on GitHub
When people say they build a privacy-first product, I ask one simple question: How much of the implementation story is publicly verifiable? For MindMa…
I left a Linux security guide half-finished for months — Copilot helped me wrap it up
I left a Linux security guide half-finished for months — Copilot helped me wrap it up (and taught me something I didn't expect) The project that sat t…
I Built an AI-Native Productivity System Instead of Another AI Wrapper
Most productivity apps today feel passive. They organize tasks. Track deadlines. Store notes. But they rarely help people actually execute. That idea …
I Built a Free Interactive GitHub Learning Platform — Web Guide + Terminal Guide + Git Reference + CLI Sandbox
TL;DR I built and deployed a free browser-based GitHub learning app with three modes — Web Guide, Terminal Guide, and Git Reference — plus an interact…
A practitioner's guide to getting more value out of AI coding: agent quality & token optimization
Introduction: The Wrong Question GitHub's shift from premium requests to usage-based billing has triggered a wave of anxiety across engineering teams.…
GitHub rust-2026-template — my Rust starter in 2026
I got tired of setting up the same things every new Rust project. Clippy config, CI pipelines, linker flags, pre-commit hooks, cargo-nextest ... all f…
How do you verify GitHub contributions without trusting self-reported skills?
I've been thinking about a problem that doesn't get talked about enough in hiring: the gap between what someone claims about their work on linkedin an…
From Legacy to Live — Reviving XMLPayments with GitHub Copilot
Introduction Every developer has that one project that started with excitement but stalled before completion. For me, it was XMLPayments — a prototype…