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github-copilot

5 posts

github-copilot
One AI Coding Config for Claude Code, Cursor, Copilot, and Codex

A practical repo layout that keeps Claude Code, Codex, Copilot, Cursor, and OpenCode reading the same rules, with honest notes on where portability breaks.

ai-tools · claude-code · github-copilot +3

The AI Assistance Spectrum: Choosing the Right Level for Professional Software Engineering

A framework for six levels of AI assistance in software, from code review to vibe coding, with guidance on when to dial AI help up or down.

ai-tools · code-quality · productivity +4

AI Developer Tools Landscape: Adoption Data and Trends1/1

Where AI coding assistants actually help, why individual speed gains stall at the team level, and what to put in place before widening adoption.

ai-tools · productivity · github-copilot +3

GitHub Spec Kit: A Guide to Spec-Driven AI Development

How GitHub's Spec Kit turns loose AI code generation into structured, maintainable output through a four-phase specify-plan-tasks-implement loop.

ci-cd · ai-tools · code-quality +4

GitHub Copilot ROI: An Enterprise Cost Analysis Framework

How to model GitHub Copilot ROI at enterprise scale: the license and review cost lines, the metrics that matter, payback shape by team size, and rollout anti-patterns.

github-copilot · ai-tools · productivity +7