AI Agents
Make the Cheap Path the Default. Make the Expensive Path Prove It.
Half of most AI agent bills is waste with a good story: context pollution, verification theater, tool schemas nobody reads, retries nobody capped. …
Alberta Scanned 466 Million Lines of Code in 20 Hours. The Architecture Is the Story.
A Canadian province ran Claude Code across 466 million lines of government code in 20 hours — work they priced at 6.5 years the old way. The number …
Stop Reviewing Code. Start Reviewing Evidence.
Agent-heavy teams ship twice the PRs at more than twice the size, and reviews wait almost five times longer for pickup. The review model built for …
Agentic Overwatch: Why Your Next Dev Team Will Look Like a NASA Control Room
·3102 words·15 mins
Agents don’t just write code anymore. They run ops, security, QA, data, and support, around the clock, while we still govern them with a team …
The One-Man Show Company. Don't Let the Monkeys Touch Production.
·2833 words·14 mins
A company used to start with people. Now it can start with one person and a swarm of AI agents that draft, build, test, sell, and support faster than …
The End of Courses: Learn From AI Like a Toddler, Or Become Obsolete
·2517 words·12 mins
Remember when shipping an app meant 40 hours of video courses and weeks of syntax memorization? An agent builds it in three minutes now. The 40-hour …
I Don't Put All My Eggs in One Basket. Anthropic Is Making That Hard.
·2181 words·11 mins
Anthropic shipped 120+ features in 90 days, then blocked OpenClaw from using Claude subscriptions. The same company building the best developer tools …
Claude Can Now Use Your Computer. Here's What That Actually Means.
·826 words·4 mins
Anthropic just shipped computer use for Claude. It can click, scroll, navigate your browser, open files, run dev tools, and submit PRs. Pair it with …
DeerFlow 2.0: ByteDance Just Open-Sourced What Most Companies Are Trying to Build Internally
·1149 words·6 mins
37,000 GitHub stars in weeks. #1 on GitHub Trending. ByteDance rebuilt DeerFlow from scratch into a super agent harness with sandboxed execution, …
Zuckerberg Is Building an AI CEO Assistant. The Rest of Us Should Have Started Already.
·573 words·3 mins
Mark Zuckerberg is reportedly building an AI agent to help with his CEO duties. My reaction: this is obvious, and frankly late. I’ve been …
OpenClaw Is Not a Chatbot. It's a Personal Agent Gateway.
·1907 words·9 mins
Everyone keeps comparing OpenClaw to ChatGPT. They’re looking at the wrong layer. OpenClaw isn’t trying to be a better chat UI. It’s …
Your AI Agents Are Flying Blind. Here's How to Fix That.
·2733 words·13 mins
Every AI agent in your org starts every session with zero context. No business rules. No architecture decisions. No conventions. The code they …
Org Charts for AI Agents: Mapping Your Human and AI Workforce
·3193 words·15 mins
AI agents aren’t coming. They’re already here, doing real work, while most organizations are still debating how to use ChatGPT. If …
