AI & ML

From Confused to Confident: How I Finally Mastered GitHub Copilot in Every Situation

From Confused to Confident: How I Finally Mastered GitHub Copilot in Every Situation I still remember the afternoon I rage-closed VS Code because Copi…

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…

A practical guide on leveraging GitHub Copilot to identify and fix OWASP Authentication vulnerabilities for the Finish-Up-A-Thon challenge.

Improving My OWASP Authentication Failures Write‑Up Using GitHub Copilot GitHub “Finish-Up-A-Thon” Challenge Submission Sujala Vasanthasena Nelavai Su…

Copilot Chat Goes GA in PRs — But Multi-Repo Visibility Is Still Missing

GitHub moved Copilot Chat's richer pull request experience to general availability this week — side-by-side chat with diffs, inline editing, and conte…

Github "Finish-Up-A-Thon" Challenge Winner Announcement Delayed & General Challenge Timeline Updates

Hey all, we have a quick update for everyone who participated in the GitHub "Finish-Up-A-Thon" Challenge , followed by a more general challenge timeli…

I Rebuilt My Abandoned Dashboard by Starting With Docs — Kumachi Back Office

This is a submission for the GitHub Finish-Up-A-Thon Challenge . What I Built Kumachi Back Office is the private operating system for my creative and …

How to give GitHub Copilot cross-repo context today

In March 2026, someone filed a feature request on GitHub Community that I have thought about more than any product announcement from that month. The s…

Finishing InteliFixer: From Internal Hackathon Script To Local CI Failure Workbench

This is a submission for the GitHub Finish-Up-A-Thon Challenge. What I built: InteliFixer is a local-first CI failure triage workbench. Paste a consol…

Ditching the old rusty job platforms: I made my own with cool features

This is the submission for the https://dev.to/challenges/github-2026-05-21 What I Built Job Hooker is a platform which lets you generate tailored cove…

GitHub Copilot dropped flat pricing on June 1st. Now it's usage-based — AI credits, Actions minutes, all metered. Solo devs won't notice. Teams with heavy PR automation? Audit your usage before the bill does it for you.

🪙 CoinFlow — I Built a Full-Stack Micro-Tasking Platform with GitHub Copilot.

💡 What I Built CoinFlow is a full-stack MERN micro-tasking platform with a real coin economy, Stripe payments, Firebase authentication, and a three-ro…

From 5 Seconds to 1.2 Milliseconds: Rewriting a Combinatorial Optimizer with GitHub Copilot

This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built Cijene ("Prices") is Croatia's premier open-source grocery price tracker a…

Best AI Tools for Developers in India (2026) — Tried, Tested & Ranked

If you are a developer in India in 2026 and you are still not using AI tools daily, you are working harder than you need to — and falling behind fast.…

All GitHub Copilot plans are now on usage-based billing

GitHub officially switched to a usage-based billing model a few days ago. The era of unlimited $10 fixed fees is over 🥲 Recently, GitHub Copilot start…

How I Revived VoiceAssist AI: Adding Kannada & Urdu Support with GitHub Copilot

The Project VoiceAssist AI is a multilingual voice assistant I built for bank branch counters during the iDEA 2.0 hackathon. It lets customers speak i…

copilot automations turn agents into scheduled infrastructure

GitHub keeps adding small pieces to Copilot cloud agent, and the pattern is getting harder to miss. The latest one is scheduling and event-based autom…

GitHub Copilot Just Invented Loot Boxes for Coding

Remember when GitHub Copilot was simple? You paid your monthly subscription. You wrote code. The AI occasionally hallucinated. Everyone moved on with …

#copilot

How I Taught GitHub Copilot Code Review to Think Like a Maintainer Angie Jones Angie Jones Angie Jones Follow Nov 25 '25 How I Taught GitHub Copilot C…

AI coding assistants are creating mass dependency and we're pretending it's productivity

Using Copilot feels a lot like driving a Tesla. It might be quietly eroding your ability to code without it. A couple of months ago, I realized someth…

I Built a Fintech Product in 48 Hours, Got Rejected, and Finished It Anyway

This is a submission for the [GitHub Finish-Up-A-Thon Challenge] What I Built Ten million property transactions happen in India every year. Every sing…

BugWhisperer: How I Finally Finished My Abandoned GitHub Issue Analyzer (8 Months Later) with GitHub Copilot

My Submission GitHub Repo: https://github.com/SimranShaikh20/BugWhisperer Live Demo: https://bugwhisperer.msusimran20.workers.dev The Project I Abando…

AI coding assistants are making juniors worse and seniors lazier

Copilot is quietly eroding two different skill sets at once. And almost nobody is talking about it honestly. GitHub Copilot has exceeded 1.5 million p…

I Built an MCP Agent Framework for My B.Tech Major Project. It Got 750+ npm Downloads in Week One. Here's the Comeback Story.

This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built Last semester, under the pressure of B.Tech finals and a looming presentat…

I Revived Intelliyash: A Local-First AI Builder for Low-End Machines

This is a submission for the GitHub Finish-Up-A-Thon Challenge . Project Links Live Demo: https://intelliyash.vercel.app/ GitHub Repository: https://g…

From a Forgotten Multiplayer Prototype to a Chaotic Hidden-Object Game — Reviving WhatUsee 🚀

GitHub Finish-Up-A-Thon Challenge Submission There’s something strangely emotional about reopening an old unfinished game project. Especially one that…

From Forgotten Repo to Live App: How I Finished Photremium.com Using GitHub Copilot

This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built Photremium is an all-in-one, lightning-fast web utility platform engineere…

How I Built an Indonesian NLP Parser That Understands Warung Owners, Then Abandoned It

This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built Warung MiMo is an AI-powered assistant for small warungs (Indonesian stree…

Reviving My Linux Mastery Game from a Merge Conflict — A Finish-Up-A-Thon Comeback

*This is a submission for the GitHub Finish-Up-A-Thon Challenge* What I Built Enterprise Linux Mastery Game — a local-first, AI-mentored terminal game…

Git & GitLab Basics

Git Git is a Distributed Version Control System (DVCS) used to track changes in source code during software development. It tracks code history. It al…