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.
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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
• 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

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