Code with Claude: The 5 biggest updates explained

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.What you’ll learn:How Claude Code routines let you automate recurring workflows on schedules or webhooksWhat “Outcomes” are and how rubric-based agent grading worksHow multi-agent orchestration enables specialized AI teams with different roles and toolsWhy Anthropic’s new “Dreams” memory system matters for long-term agent behaviorWhy increased Claude Code usage limits are a bigger deal than they soundHow Claire thinks about building practical agentic products today—Resources:• Code with Claude: https://claude.com/code-with-claude• Claude Code Routines Docs: https://code.claude.com/docs/en/routines• Define Outcomes Docs: https://platform.claude.com/docs/en/managed-agents/define-outcomes• Dreams Docs: https://platform.claude.com/docs/en/managed-agents/dreams• Multi-Agent Docs: 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• Codex (OpenAI): https://openai.com/codex• GitHub: https://github.com—Where to find Claire Vo:ChatPRD: https://www.chatprd.ai/Website: https://clairevo.com/LinkedIn: https://www.linkedin.com/in/clairevo/X: https://x.com/clairevo—Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email [email protected].