The Agent Constitution
Enforcing AI Agent Adherence Through Single-Source Architecture in CrystaCode projects AI agents require strict directory structures to execute projec…
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Agentic Coding Is Fast. Your Judgment Is the Moat
Agentic coding is getting fast enough that writing the code is no longer the hard part. The hard part is deciding what to build, judging whether the A…
The New Currency Is Tokens - How to save Tokens
New Currency Forget cloud bills — in 2026, the line item engineers actually argue about is tokens. Every move a coding agent makes (reading a file, ru…
AI Coding Tools Benchmark 2026: Cursor vs Copilot vs Windsurf vs Claude Code
I spent two weeks testing Cursor, GitHub Copilot, Windsurf, and Claude Code on the same set of tasks. Not vibes. Not feature lists. Actual work: build…
Best AI Coding Tools in 2026: Full Power Rankings
AI coding tools have changed a lot in 2026. A year ago, GitHub Copilot was the obvious choice. Now you have 7+ serious options — and the right one dep…
GitHub Copilot is usage-based now. Here's what that changes for terminal users.
As of June 1, 2026, all GitHub Copilot plans run on usage-based billing. Premium request units are gone. What replaced them is a token-metered currenc…
AI credits are the new lines of code metric
GitHub added a tiny field to the Copilot usage metrics API this week that is going to create a lot of very confident spreadsheets. Enterprise and orga…
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…
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 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…
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…
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.…
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…
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…
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…
I Abandoned Ghost for Months — Then Came Back and Finally Finished It
This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built Ghost is a gamer-focused marketplace and ecosystem built for players to bu…
I Resurrected a Dead F1 Project and Accidentally Built a Race Intelligence OS
This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built I built F1 Intelligence Studio — a full-stack Formula 1 race intelligence …
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…
Custom Copilot Agents: Building Domain-Expert AI Teammates with Skills, MCP Tools, and Custom Knowledge
Most Teams Are Still Using 5% of Copilot Most developers still treat GitHub Copilot like a very good autocomplete engine. That's useful, but it's not …
Why Most Engineering Teams Are Overpaying for AI (And Don’t Even Know It)
AI adoption inside engineering teams is exploding. But after experimenting with real-world AI-assisted engineering workflows, one thing became painful…
Running Local AI (Self-hosted) Coding Assistants in VS Code with Ollama and GitHub Copilot
Introduction GitHub Copilot now supports Bring Your Own Key (BYOK), allowing developers to connect local or self-hosted AI models directly into VS Cod…
Part 3: I skipped Power Automate and connected LDX hub directly via MCP. It worked in 2 hours.
This is Part 3 of a series documenting a non-engineer CEO's attempts to connect Copilot Studio to LDX hub's StructFlow API. Part 1 — It didn't work ye…