Podcast insights
Agents that work while you sleep: what builders say about autonomous AI agents
AI agents have moved from single-turn prompting loops to autonomous, long-running actors that keep working after you stop watching. Anthropic's Jess Yan (Peter Yang's podcast) and the Claude Agent SDK team (AI Engineer conference) describe the same shift from different angles: set a task overnight and wake up to a resolved backlog, agents left running unattended in the background, and models operating 'very, very autonomously.' Quotes are verbatim; sign in to read the full transcripts.
From 3 episodes on PodLearn
Agents evolved from prompting loops to autonomous overnight actors
We've really evolved from agents being prompting loops to agents being autonomous, self-discovering, and long-running actors. We set them tasks overnight and then we wake up and backlogs are resolved and bugs are squashed.
Inside Anthropic's Bet on Claude Agents that Work While You Sleep · Peter Yang
Agents can run in the background while you do something else entirely
Any of you guys have any agents running at the moment in the background doing work while you're here?
Anthropic Workshop: Build Agents That Run for Hours · AI Engineer
The goal is agents working very, very autonomously
they're working very, very autonomously
Claude Agent SDK — Full Workshop (Thariq Shihipar, Anthropic) · AI Engineer
Episodes this draws from
- Inside Anthropic's Bet on Claude Agents that Work While You Sleep (Jess Yan)
Peter Yang
- Anthropic Workshop: Build Agents That Run for Hours
AI Engineer
- Claude Agent SDK — Full Workshop (Thariq Shihipar, Anthropic)
AI Engineer
Full transcripts are free to read with a PodLearn account.
FAQ
What does it mean for an AI agent to 'work while you sleep'?
Anthropic's Jess Yan describes it as agents evolving from single-turn prompting loops into autonomous, self-discovering, long-running actors — you set them tasks overnight, then wake up to a resolved backlog and squashed bugs, without watching each step.
Can AI agents really run unattended in the background?
Yes — at an AI Engineer workshop, Anthropic's Claude Agent SDK team asked builders directly whether they had agents running in the background doing work while they sat in the room, treating unattended background execution as an expected, current capability rather than a future one.
How autonomous are today's coding and workflow agents?
Anthropic's Thariq Shihipar describes the current state plainly: agents are working 'very, very autonomously' — a marked shift from earlier agent designs that needed a human to approve or trigger nearly every step.
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