developer-tools.
42 writings found
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Why Your Laptop Just Became Production for AI Agents
AI agents are reshaping the SDLC. Runtime isolation, governance, and the three-layer security model are now table stakes for shipping safely.
How GitHub Cut Copilot Review Cost 20% by Fixing Agent Instructions
GitHub's Copilot code review team found that swapping tools wasn't enough. Rewriting agent instructions around reviewer workflows cut costs by 20%.
When AI Has No Source: Implications for Developers
Exploring what it means for developers and the AI industry when models generate content with no traceable source material.
How GitHub Cut Copilot Review Cost 20% by Rewriting Tool Instructions
GitHub's Copilot code review team found that swapping tools wasn't enough. Rewriting agent instructions around pull request workflows cut costs by 20%.
When AI Has No Source: Implications of Empty Context
Exploring what it means for developers and the AI industry when models operate with no grounding context or source material at all.
When AI Has No Source: Implications of Empty Context
What happens when an AI blog post has no source material? A look at what empty context means for developers building on top of LLMs.
Why LSP Servers Finally Make Copilot CLI Actually Smart
Copilot CLI reverse-engineers code badly. Here is how LSP servers fix that.
GitHub Copilot CLI: Why Two Modes Matter More Than You Think
Interactive vs non-interactive in Copilot CLI isn't just about speed. It's about fundamentally different ways of thinking through problems at the terminal.
Why I Actually Care About Markdown Now (And You Should Too)
Markdown isn't just formatting syntax. It's the quiet infrastructure of developer communication that makes or breaks your open source presence.
Permission Hungry Agents and the Return to First Principles
ThoughtWorks Radar 34 reveals AI's paradox: tools that generate complexity at speed while forcing us back to security basics and software fundamentals.
GitHub Copilot's Limits Crisis: When AI Agents Outgrow Their Infrastructure
GitHub just paused new Copilot signups and tightened usage limits. The reason? Agentic workflows are consuming resources faster than their pricing model can handle.
Building an Emoji List Generator Live: What GitHub's Rubber Duck Thursday Taught Me About AI-Powered Development
A live coding session reveals how GitHub Copilot CLI and multi-model AI workflows are changing how we build small tools. Here's what actually happened.
GitHub Copilot CLI Is Bringing Agentic AI to Your Terminal
The command line just got a lot more intelligent. GitHub's new Copilot CLI lets AI agents write code, fix bugs, and handle tasks autonomously from your terminal.
GitHub Copilot CLI: When Your Terminal Becomes Sentient (Sort Of)
GitHub's agentic AI moves into the command line. I spent time with Copilot CLI to see if coding from the terminal finally makes sense again.
LLMs Don't Actually Push You Toward Boring Technology
Coding agents work surprisingly well with new, undocumented tools. The 'training data bias' concern might be overstated in 2026.