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ai.

8 writings found

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Automating Security Fixes at Billions-of-Users Scale

How Meta's security team uses AI to patch vulnerabilities across millions of lines of mobile code without driving engineers insane.

Vibe Coding a Mac App in 45 Minutes: What This Says About Development in 2026

Building a custom presentation app overnight shows how AI coding tools are reshaping what's possible for developers willing to explore unfamiliar territory.

Vibe Coding a Mac App in 45 Minutes: What This Says About Software Development in 2026

Building a custom macOS presentation app overnight shows how AI coding tools are reshaping what's possible for developers outside their comfort zones.

Knowledge Priming: Teaching AI Assistants Your Codebase Like You'd Onboard a Human

Stop fighting AI's generic patterns. Treat project context as infrastructure and watch code quality transform through systematic knowledge priming.

Building a Live Documentation Ecosystem for AI Coding Agents

Showboat's new remote streaming feature and companion tools create a real-time feedback loop for AI-assisted development workflows.

The Code Quality Problem AI Agents Won't Tell You About

AI coding agents generate working code fast, but what about internal quality? A real experiment reveals subtle debt patterns that compound over time.

ChatGPT's Secret Container Upgrade: Bash, Package Installs, and Network Downloads

ChatGPT's code execution got a massive upgrade nobody documented. It now runs Bash, installs npm/pip packages, and downloads files. Here's what changed.

AI Coding Agents Are Fast, But They Write Like Junior Developers

I spent months testing AI agents on a real codebase. They shipped features quickly, but the code quality tells a different story about sustainable development.

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