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:

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. Why increased Claude Code usage limits are a bigger deal than they sound

6. How Claire thinks about building practical agentic products today

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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

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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

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Production and marketing by ⁠https://penname.co/⁠. For inquiries about sponsoring the podcast, email jordan@penname.co.

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Code with Claude: The 5 biggest updates explained

How I AI (private feed for [email protected])

Code with Claude: The 5 biggest updates explained