May 7
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I break 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, I walks throug the features she’s most excited to use immediately—and how they could reshape the future of agentic software. *What you’ll learn:* 1. How Claude Code routines let you automate recurring workflows on schedules or webhooks 2. What “Outcomes” are and how rubric-based agent grading works 3. How multi-agent orchestration enables specialized AI teams with different roles and tools 4. Why Anthropic’s new “Dreams” memory system matters for long-term agent behavior 5. The biggest launch today (higher rate limits!) 6. How I think about building practical agentic products today *Links and 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 _Production and marketing by https://penname.co/._ _For inquiries about sponsoring the podcast, email jordan@penname.co._