Explainer
Claude Managed Agents: Delegation, Explained
Anthropic built the control tower — sandboxing, checkpoints, a grader model that fails your agent until it passes. I read the whole spec like an SRE. Here's the paper verdict.
Topic hub
AI Agents
Every ChicagoNoSnow review, comparison, and guide about AI Agents — no hype, just receipts.
Verdict
Pika Director Suite: The Paper Verdict
Pika just dropped an invite-only AI video tool run by an agent that's 'Powered by Claude.' No invite over here yet — so here's what's actually announced versus what's still fog.
Verdict
You.com Agentic AI: The Pivot Nobody Watched
While everybody argued about Perplexity vs ChatGPT, You.com quietly quit the consumer search race and rebuilt itself as API infrastructure for agents. The paper verdict on whether that pivot is real.
Verdict
Stripe Projects + Daytona: The Agent Billing Verdict
One command provisions a sandbox, meters the compute, and keeps the card locked inside Stripe. This is the agent-wallet architecture I've been asking for — read the fine print before you ship on it.
Explainer
Why AI Systems Are Beating Frontier Models in 2026
OpenAI just dropped the GPT-5.6 family, but the real alpha isn't in Sol's benchmarks. It's in the systems that connect them.
Verdict
Julius AI Browser Agent Review: Action Over Answers?
Data analysis is a grind when the numbers are stuck in a dashboard with no API. Julius AI says its new Browser Agent can go in and get them. I checked the receipts.
Verdict
GitHub Copilot App & BYOK: Is the Cursor War Over?
GitHub finally stops playing and brings the fight to Cursor with a standalone app and the keys to any model you want.
Explainer
What Is MCP? The USB-C Port for AI Agents, Explained
It's the plumbing for the agentic era. One open standard, and your AI stops needing custom glue code for every tool it touches.
Roundup
Best AI Agents 2026: Stop Hiring One Bot for Every Job
The agent race stopped being one race and split into four lanes — coding, browser, research, and team. Here's who wins each lane, with receipts.
Explainer
What Is Claude Tag? Anthropic Put Claude in the Group Chat
One Claude per Slack channel, with a memory the whole team shares. Claude Tag is Anthropic's answer to AI's single-player problem — and the memory is the whole story.
Explainer
Gemini Computer Use Explained: The Browser Drives Itself
Google taught Gemini to look at a screen and click like a person. After what its tooling did to one of my databases, I read every doc before letting this one drive — here's the real architecture.
Verdict
SpaceX Bought Cursor: The AI Agent War Just Got Physical
Forget the chatbot wars. Elon just bought the world's favorite AI code editor to build a software-defined empire. Here is what happens to your workflow next.
Explainer
AI Agents With Wallets: Why Your Bot Needs a Bank Account
The next phase of AI isn't about better prose. It’s about bots that can actually pay for their own resources.
Verdict
Sakana AI Marlin Review: The 8-Hour Research Agent
Tokyo’s Sakana AI just launched Marlin, an autonomous researcher that doesn’t just find links—it builds 100-page strategy decks while you sleep.
Explainer
What Is an AI Agent? A Plain-English Explainer (2026)
An AI agent takes a goal, makes a plan, and uses tools to act on its own — here's how that differs from a chatbot, and where the hype outruns reality.