Articles
Thoughts on AI, development, and the future of software.
VidPipe: I Built an Agentic Video Editor with GitHub Copilot CLI
An open-source AI-powered video editing pipeline built with GitHub Copilot CLI. Drop a video, get shorts, captions, social posts, and a blog — all automated by AI agents powered by the GitHub Copilot SDK.
Building the Future with AI-Powered Development
How GitHub Copilot and AI-assisted tools are transforming the way we write software, and what it means for the next generation of developers.
GitHub Copilot CLI's Biggest Week Yet: 7 Releases in 10 Days
Seven releases, alt-screen revolution, VS Code integration, and memory fixes. GitHub Copilot CLI just shipped its biggest week yet—and I wrote this article using the tool itself.
Introducing vidpipe — My AI Video Editor That Does Everything
I built an agentic video pipeline that turns recordings into shorts, captions, and posts. Now it's open source.
Agentic Video Editing: A Glimpse into the Future
AI agents are evolving from single-task tools into autonomous video editors that plan, reason, and execute — here's what that means for creators.
20 Minutes, Two Prompts, a Complete Video Pipeline
How I used GitHub Copilot CLI's /fleet mode to build a 14-stage video processing pipeline in 20 minutes with just two prompts.
Context Engineering: The Key to AI-Assisted Development
Context engineering has replaced prompt engineering as the critical skill for AI-assisted development. Here's how to master it.
Stanford Study: AI's Real ROI in Software Engineering
A Stanford study of ~120K developers across 600+ companies reveals AI's median productivity gain is 10-15%, not 60%. Here's what the data actually shows.
AI Fixes Its Own Bugs: The Rise of Self-Healing Software
From Copilot Autofix to SWE-agent, AI systems now detect, diagnose, and repair their own bugs autonomously. Here's how it works and why it matters.
Choosing the Right AI SDK: Foundry vs Copilot vs OpenAI
A 3-question decision tree for picking between Azure AI Foundry Agent Service, GitHub Copilot SDK, and OpenAI Agents SDK — with real case studies and rewrite risk.
Your God Prompt Is the New Monolith
The god prompt antipattern mirrors the monolithic backend failures we solved a decade ago. Here's how multi-agent patterns fix it.
GitHub Copilot Boosts Developer Fulfillment by 60-75%
The most important Copilot metric isn't speed — it's that 60-75% of developers feel more fulfilled. Here's what the research actually says.
Lessons from 500+ GitHub Migrations
Eight hard-won lessons from migrating 500+ repos to GitHub — and the open-source framework that cut migration time from hours to minutes.