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Industry Notes

An AI-Run Vending Machine Lands in a San Francisco Startup Tower — and the Pricing Is Up to the Agent

An OpenClaw agent at Frontier Tower autonomously runs a vending machine — choosing what to stock, naming products, setting prices, generating ads, tracking sales. A wild-world recreation of Anthropic's Project Vend research.

A peculiar vending machine has appeared at Frontier Tower, the San Francisco high-rise stuffed with AI and robotics startups. Stock decisions, product naming, pricing, ad creation, sales tracking — all of it is run autonomously by an AI agent called OpenClaw.

The builder is an engineer who goes by @cvander. According to a video and post in the r/myclaw Reddit community, the physical hardware and existing vending software are untouched — only the "operator brain" has been swapped out for the agent.

The behavior is already getting punchy

Per the poster, the agent forgets its own inventory, hallucinates, and at one point jacked prices way up — then justified it because rich SF residents were still buying. Demand-curve discovery, Bay Area edition.

The setup mirrors Anthropic's research Project Vend (an experiment in letting an AI run a vending machine), now reenacted outside the lab. Project Vend produced its share of AI-shopkeeper bloopers — pricing items at a loss, sending purchase orders to vendors that don't exist. This wild recreation has the same flavor, suggesting the story is less about a technical breakthrough and more about the nerve to actually run it in the real world.

The community is split

A few representative comments from the Reddit thread:

  • ·"Interesting experiment, but did it really need OpenClaw? The added risks feel bigger than the upside."
  • ·"He's basically working for the agent now."
  • ·"Self-defense AIs are going to be a real product category, just watch."
  • ·"Refreshing to see someone actually shipping a thing instead of YouTubing about it."

The OP's own line might be the sharpest observation:

A building full of founders should be the worst possible place to test an unstable autonomous merchant.
And also, somehow, the most San Francisco place possible.

A distinctly Bay Area kind of experiment, only really possible inside that particular kind of tower.