Code with Claude: The 5 biggest updates explained

Anthropic unveiled five major updates at its "Code with Claude" event, including scheduled AI routines, outcome-based agent grading, multi-agent orchestration, and a new "Dreams" memory system for long-term agent behavior. The updates also introduced increased Claude Code usage limits, which the company says will enable builders to automate recurring workflows and deploy specialized AI teams with distinct roles and tools. These features aim to reshape how developers build and ship agentic software products.

Claire breaks down the biggest announcements from Anthropic’s “Code with Claude” event and what they actually mean for builders shipping AI products today. From scheduled AI routines to outcome-based agents, multi-agent orchestration, and new memory systems, Claire walks through the features she’s most excited to use immediately—and how they could reshape the future of agentic software. Listen or watch on YouTube, Spotify, or Apple Podcasts What you’ll learn: How Claude Code routines let you automate recurring workflows on schedules or webhooks What “Outcomes” are and how rubric-based agent grading works How multi-agent orchestration enables specialized AI teams with different roles and tools Why Anthropic’s new “Dreams” memory system matters for long-term agent behavior Why increased Claude Code usage limits are a bigger deal than they sound How Claire thinks about building practical agentic products today Resources: • Code with Claude: https://claude.com/code-with-claude https://claude.com/code-with-claude • Claude Code Routines Docs: https://code.claude.com/docs/en/routines https://code.claude.com/docs/en/routines • Define Outcomes Docs: https://platform.claude.com/docs/en/managed-agents/define-outcomes https://platform.claude.com/docs/en/managed-agents/define-outcomes • Dreams Docs: https://platform.claude.com/docs/en/managed-agents/dreams https://platform.claude.com/docs/en/managed-agents/dreams • Multi-Agent Docs: https://platform.claude.com/docs/en/managed-agents/multi-agent https://platform.claude.com/docs/en/managed-agents/multi-agent • Managed Agent Webhooks Docs: https://platform.claude.com/docs/en/managed-agents/webhooks supported-event-types https://platform.claude.com/docs/en/managed-agents/webhooks supported-event-types • Codex OpenAI : https://openai.com/codex https://openai.com/codex • GitHub: https://github.com https://github.com Where to find Claire Vo: ChatPRD: https://www.chatprd.ai/ https://www.chatprd.ai/ Website: https://clairevo.com/ https://clairevo.com/ LinkedIn: https://www.linkedin.com/in/clairevo/ https://www.linkedin.com/in/clairevo/ Production and marketing by https://penname.co/ https://penname.co/ . For inquiries about sponsoring the podcast, email email protected /cdn-cgi/l/email-protection .