Inside Anthropic’s Bet on Claude Agents that Work While You Sleep | Jess Yan

Inside Anthropic’s Bet on Claude Agents that Work While You Sleep | Jess Yan

Author: Peter Yang June 28, 2026 Duration: 42:12

As product lead at Anthropic, Jess has a first-hand look at how Anthropic teams are moving from prompting AI to building long-running agents that work overnight. In our episode, Jess showed me how to build a Claude analytics agent from scratch, then covered how Anthropic PMs use agents internally to understand the codebase, monitor customer feedback, and make better product decisions.


Jess and I talked about:


(00:00) AI agents that work while you sleep

(03:46) Claude Managed Agents help for long-running tasks

(05:22) Demo: Building a Claude analyst agent from scratch

(09:28) Traces: How to see where an agent got stuck

(15:08) Evals: How agents grade their own work

(20:16) 5 ways in which Anthropic PMs use agents internally

(28:06) Processing a 4,000-company waitlist with agents

(32:47) To build your first agent, focus on helping one person

(36:47) What changes when agents can work overnight


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📌 Get the takeaways: https://creatoreconomy.so/p/inside-anthropics-bet-on-claude-agents-jess-yan


📌 Get my personal AI operating system with all my skills and prompts: https://www.behindthecraft.com/


Where to find Jess:

X: https://x.com/jess__yan

Website: https://platform.claude.com/docs/en/managed-agents/overviewSubscribe to this channel - more interviews coming soon!


For anyone building the future, Behind the Craft is a conversation with Peter Yang that moves beyond theory and into the tangible details of creation. This podcast lives in the messy, rewarding space where ideas become real products. Each episode is built on candid interviews with experts who have been in the trenches, dissecting the pivotal decisions, the unexpected hurdles, and the hard-won lessons that rarely make it into a polished case study. You’ll hear the unvarnished stories behind the features and companies shaping our world, focusing on the practical frameworks and mental models that effective product leaders and creators rely on daily. It’s about understanding the craft from the inside out-the strategic shifts, the team dynamics, the user insights that truly move the needle. Tune in for a direct, no-fluff dialogue designed to accelerate your own journey, providing actionable guidance you can apply immediately to level up your own work. This is where the blueprint meets the build.
Author: Language: English Episodes: 50

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