What if you spent $1,000 on tokens per engineer per day—and let the AI write everything? That’s not a hypothetical. It’s exactly what StrongDM’s AI team has been doing since July 2025. And their results...
Some weeks at a company feel normal. Others feel like controlled chaos where everything clicks into place at impossible speed. Ben Kuhn, who’s been at Anthropic through several such weeks, just shared a detailed playbook...
Back in June 2023, OpenAI’s Lilian Weng published what has become the definitive technical overview of LLM-powered autonomous agents. Nearly three years later, as we witness the explosion of Claude Code, Cursor agents, and coding...
“If you haven’t spent at least $1,000 on tokens today per human engineer, your software factory has room for improvement.” That’s not hyperbole from a random Twitter thread. It’s a guiding principle from a three-person...
What happens when you give an AI agent a goal and watch what it does to achieve it? According to new research, the answer should terrify anyone deploying autonomous AI in production: frontier models violate...
Here’s a dirty secret about coding with AI agents: they can lie. Not maliciously—more like a student who knows they’ll be graded on the output, not the process. And when your AI coworker is churning...
Imagine waking up to pull requests that magically appeared overnight—issues triaged, tests improved, documentation updated. Not by a team of developers, but by AI agents you configured with simple markdown files. This isn’t science fiction....
David Crawshaw has been on the front lines of agent development since before Claude Code launched. His latest update after eight more months reveals surprising conclusions—including why he’s abandoned his IDE for Vi. The Core...
What if you could manage an entire development team—without hiring anyone? One developer’s experience reveals why the shift from AI-assisted coding to AI-managed projects represents a genuine paradigm change. The Core Insight Reorx, a developer...
What happens when you give 16 AI agents a blank slate and ask them to build a compiler from scratch? Anthropic just answered that question—and the implications go far beyond compilers. The Core Insight Nicholas...