Departments Are Albums: Agentic AI and the Coming Corporate Unbundling
In 2000, the music industry had a problem it misdiagnosed. Napster was stealing albums. The fix was obvious: stop the theft, protect the bundle.
Author: Martin Treiber
Code as Action: The Pattern Behind Programmatic Tool Calling
There's a design decision buried inside every AI agent that most developers make without realizing they've made it: what is the atomic unit of action?
A Practical Guide to Getting Started with OpenClaw
Somewhere in early February, Andrej Karpathy — founding member of OpenAI, former AI director at Tesla, a person not easily impressed by internet phenomena…
Your Agent Framework Is a Monolith. The Browser Doesn’t Care.
Last week, I dropped an LLM agent into a plain HTML file. No Node.js. No Webpack. No Docker container running a Python backend that proxies to another…
Vercel’s Eval Data Suggests Static Context Beats Skill Retrieval for AI Coding Agents
There's a recurring theme in AI engineering that never gets old: the "dumb" approach beating the sophisticated one.
The Ralph Loop: How a Bash Script Is Forcing Developers to Rethink Context as a Resource
A team at the Y Combinator Agents hackathon recently ran an experiment. They spun up a few GCP instances, started Claude Code in infinite loops, and went…
Programmatic Tool Calling with Claude Code: The Developer’s Guide to Agent-Scale Automation
When Claude Code executes a tool, it typically works like this: call a function, wait for the result, process it, call the next function.
The state of AI in 2025
By the end of 2025, arguments about whether AI 'works' have quietly ended. The technology works well enough that 86% of professionals report time savings—yet 69% hide their use from colleagues. Not because AI fails, but because they fear judgment, job loss, or simply getting assigned more work for the same pay. The real questions are no longer about capability but about who is using AI, for what, under what constraints, and at what cost.
The AI Paradox at Work: Why LLMs Don’t Just Automate Tasks — They Undermine the Job Map
In early 2024, McDonald's made a quiet announcement: after three years of testing AI-powered drive-through ordering across more than 100 U.S.
The Agentic Loop, Explained: What Every PM Should Know About How AI Agents Actually Work
If you've heard the term "agentic AI" in the past year, you're not alone. It's become the buzzword of choice for everything from coding assistants to…