# Code with Claude: The 5 biggest updates explained

Page: https://stenobird.com/podcast/how-i-ai-7304222/code-with-claude-the-5-biggest-updates-explained
Text version: https://stenobird.com/podcast/how-i-ai-7304222/code-with-claude-the-5-biggest-updates-explained.md
Podcast: [How I AI](https://stenobird.com/podcast/how-i-ai-7304222)
Published: 2026-05-07T01:37:39+00:00
Episode link: https://podcasters.spotify.com/pod/show/pen-name/episodes/Code-with-Claude-The-5-biggest-updates-explained-e3j0r5i
Audio file: https://anchor.fm/s/1035b1568/podcast/play/119614066/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-4-7%2F423649330-44100-2-fbe36cab1888b.mp3
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JSON: https://stenobird.com/v1/public/podcasts/how-i-ai-7304222/episodes/code-with-claude-the-5-biggest-updates-explained
Duration seconds: 710

## Resource

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

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