# Code with Claude: The 5 biggest updates explained

> Source: <https://www.lennysnewsletter.com/p/code-with-claude-the-5-biggest-updates>
> Published: 2026-05-07 01:39:47+00:00

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.

**Listen or watch on YouTube, Spotify, or Apple Podcasts**

### 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](https://claude.com/code-with-claude)

• Claude Code Routines Docs: [https://code.claude.com/docs/en/routines](https://code.claude.com/docs/en/routines)

• Define Outcomes Docs: [https://platform.claude.com/docs/en/managed-agents/define-outcomes](https://platform.claude.com/docs/en/managed-agents/define-outcomes)

• Dreams Docs: [https://platform.claude.com/docs/en/managed-agents/dreams](https://platform.claude.com/docs/en/managed-agents/dreams)

• Multi-Agent Docs: [https://platform.claude.com/docs/en/managed-agents/multi-agent](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](https://platform.claude.com/docs/en/managed-agents/webhooks#supported-event-types)

• Codex (OpenAI): [https://openai.com/codex](https://openai.com/codex)

• GitHub: [https://github.com](https://github.com)

### Where to find Claire Vo:

ChatPRD: [https://www.chatprd.ai/](https://www.chatprd.ai/)

Website: [https://clairevo.com/](https://clairevo.com/)

LinkedIn: [https://www.linkedin.com/in/clairevo/](https://www.linkedin.com/in/clairevo/)

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