Anthropic faces a paradox that defines the entire AI industry: they’re the company most obsessed with safety, most vocal about risks, and yet pushing just as hard toward more powerful—and potentially more dangerous—AI systems. Their...
Here’s an uncomfortable truth that nobody warned us about: the productivity boost from AI tools is genuinely exhausting. We’re accomplishing more than ever—and burning out faster too. The Core Insight Research from Berkeley Haas School...
A quiet revolution is happening in how developers work. Instead of focusing on one task at a time—the traditional “flow state” approach—engineers are increasingly kicking off multiple AI agents simultaneously, managing several workstreams in parallel....
$20,000 in API fees. Two weeks. Zero orchestration. Sixteen Claude Opus 4.6 instances working in parallel just produced a 100,000-line C compiler that can build a bootable Linux kernel. This is either a glimpse of...
One year ago, AI coding assistants could write maybe a quarter of a developer’s code. Today? The latest models can generate nine-tenths of it. This isn’t hype—it’s the lived experience of developers working at the...
Here’s a truth every AI engineer has confronted: letting an LLM run arbitrary Python code is terrifying, but sandboxing it properly is painful. Docker containers take hundreds of milliseconds to start. Pyodide cold starts are...
OpenAI just dropped something remarkable: GPT-5.3-Codex, a model that was instrumental in creating itself. Yes, you read that correctly—the Codex team used early versions to debug its own training, manage deployment, and diagnose evaluations. We’ve...
Have you ever wondered why a ChatGPT-drafted email seems perfectly polite yet gets completely ignored? Or why an AI-generated contract looks professional but a lawyer spots vulnerabilities in seconds? The answer reveals a fundamental limitation...
The speech-to-text market just got disrupted. Mistral’s Voxtral Transcribe 2 release delivers state-of-the-art transcription quality at price points that make competitors look like legacy pricing—and they’re giving away the real-time model under Apache 2.0. The...
In 2021, the IDE had won. Copilot made auto-complete so powerful that fighting with environment integration seemed worth it. Four years later, David Crawshaw—founder at Tailscale and Sketch—is back on Vi. Vi is turning 50...