Dreaming, outcome loops, multi-agent orchestration, infinite context, Mythos — what Anthropic's Code with Claude conference actually previewed for builders.
Dreaming, outcomes, and multiagent orchestration are now available in Claude Managed Agents. Build agents that learn, meet a quality bar, and work in parallel.
Dreaming, outcome loops, multi-agent orchestration, infinite context, Mythos — what Anthropic's Code with Claude conference actually previewed for builders.
The complete system for building production AI agent harnesses. Skills, hooks, memory, subagents, multi-agent orchestration, and the patterns that make AI coding agents reliable infrastructure.
When I started this series, everyone was going crazy for coding agents. Now a lot more people are going crazy for coding agents, as well they should given how much better coding agents keep getting…
Recap of Code with Claude SF 2026: doubled Claude Code rate limits, the SpaceX Colossus 1 deal, 10 finance agent templates, and Vercept's acquisition.
Anthropic launched Claude Managed Agents last month, greatly simplifying the work required to build and deploy cloud-hosted AI agents. This...
Niels Provos on finding 0-days with public models, a guide to securing your use of third party packages, two open source tools to measure AI hacking vs defense (+ dynamic lab environment)