Daily signal · Apr 8

Introducing Claude Managed Agents: everything you need to build and deploy agents at scale. It pairs an agent harness tuned for performance with production infrastructure, so you can go from prototype to launch in days. Now in public beta on the Claude Platform. https://t.co/v...

THE CLEAREST PATH TO A $10M+ SOFTWARE EXIT in 2 YEARS (with AI and agents) building an agency right now is one of the most interesting business moves the productized agency had its moment in 2022. it collapsed because scaling humans is a nightmare. inconsistent output, people ...

Mythos appears to be the first class of models trained at scale on Blackwells. Then will be Vera Rubins. Pre-training isn't saturated. RL works. And there is *so much* computing coming online soon. Buckle your chin strips. It's going to be fucking wild.

this video is the CLEAREST explanation of how claude skills + AI agents work and how to use them most people set up an AI agent and wonder why it keeps disappointing them. the context window is everything context is what the model assembles before it takes any action. think of...

"But here is what we found when we tested: We took the specific vulnerabilities Anthropic showcases in their announcement, isolated the relevant code, and ran them through small, cheap, open-weights models. Those models recovered much of the same analysis. Eight out of eight m...

Most Al chatbots give you basic "projects." Gemini just built you a second brain. 🧠 Introducing Notebooks: some of the magic from @NotebookLM, integrated directly into @GeminiApp. Here's what changes for you today: 📚 Upload 100 sources for free 📂 Organize your chats - the w...

btw you can see this effect live on OpenRouter: total # tokens has gone from 1.78T / wk one year ago to 27T / wk today (15.2x). but % usage of the frontier / most expensive model has gone from 22% one year ago (Sonnet 3.7) to just 4% today (Opus 4.6). economics works! https://...

Anyone has access to mythos and can let the rest of us plebs know what it feels like

Build and deploy your agents through the Claude Console, Claude Code, or our new CLI: https://platform.claude.com/workspaces/default/agent-quickstart Read more on the blog: https://claude.com/blog/claude-managed-agents

If you're an AI/agent builder, it's so important that you don't overbuild and overcommit on a specific toolset and infrastructure. Frontier labs are shipping not just the models, but the harnesses and surrounding tooling such that your existing stack might be obsolete next wee...