This article is reprinted from PingWest, by Li Nan and Wang Zhaoyang.
On the afternoon of April 7, 2026, Li Bo, owner of Jinguyuan Dumpling House, decided to ride home immediately, open his computer, and vibe code.
A few hours later, he launched the "Jinguyuan Dumpling House · SKILL" born from that vibe coding session, and published a post announcing it on his dumpling shop's official account.
The comments and shares exceeded Li Bo's expectations, pouring in. One comment read:
"I must have broken something by writing code."
No one expected to see news of a Skill release on a dumpling shop's official account. The post now has 19,000 shares and over 2,000 likes. More than 120 released comments express surprise, and quite a few quickly started filing Issues against the Skill — you'd think you were on GitHub, not Jinguyuan.
Soon it was all over Moments, everyone finding it surprising and fun. A dumpling house's AI experiment had become one of the week's hottest AI stories.
This is a private AI assistant for dumpling house customers
"The Jinguyuan Dumpling House released a Skill" — the story is simple: a dumpling house near Beijing University of Posts and Telecommunications released an AI Skill for its own shop. It's described as a private AI assistant for the shop's customers, though not directly customer-facing.
In owner Li Bo's eyes, the customers of a future restaurant won't just be humans — they can be AI too.
If you have an AI assistant like the "lobster", installing this Skill lets it answer everything about Jinguyuan: where to eat, when it opens, how the queue works, whether delivery is available, how to cook raw dumplings, what the Wi-Fi password is.
In his vision, it will keep evolving: if you're a regular, your agent can automatically order two liang of your favorite pork-and-shiitake dumplings, plus a side of walnut spinach. All you do is walk in, sit down, and wait to eat.
Some questioned whether this is marketing. There's certainly a marketing element, and Li Bo doesn't dodge it. But first and foremost, he wants to get closer to customers and potential customers. The shop sits next to BUPT and Wudaokou, where employees of AI companies and future engineers all care about AI. Releasing a Skill creates a topic — people eat and chat, and the dumpling experience gets better.
It's essentially a traditional restaurant trying to meet cutting-edge AI. This dumpling house owner is thinking about far more interesting things than pure marketing.
How the viral Skill came to be
Before talking about the Skill and AI, let's talk about Jinguyuan itself.
If you've never studied in Beijing's Haidian district, you might need some context. Jinguyuan's flagship store at BUPT is known as "the hidden canteen of BUPT students and faculty". Famed for "thin skin, generous filling, great value", it has made Dianping's must-eat list for years.
Last winter solstice, its online queue exceeded 15,000 tables — students got up at 8:30 AM to grab a number and only got to eat at 6 PM. "Queue king" is no exaggeration.
Interestingly, the owner of such a hot shop has no plans to open more branches.
"Our model depends on being handmade — it's especially hard to replicate. Open more shops and the taste will definitely drop."
Yet this dumpling house owner, content with quiet years, suddenly released a Skill aimed at AI agents — the contrast couldn't be sharper.
Rewind to the afternoon of the Skill's release. Originally, Li Bo had set it aside as his "life day". But the pleasant afternoon was interrupted by a push notification — scrolling on his phone at a café, he happened to see that ByteDance's Coze would release its 2.5 "full-spec" version at 7 PM that evening. Combined with Tencent WorkBuddy's earlier mini program launch giving every session a virtual container, he realized the resolve of the big players pouring resources into the fight for the next super entry point. A thought flashed — the time had come.
Li Bo immediately rode home, opened his computer, and vibe coded.
Interestingly, Li Bo was originally from a computer communications background at BUPT, but went into business right after graduation and hadn't touched code since. It was only the recent lobster craze that pulled him back into the tech world.
The process went smoothly. He used ByteDance's Coze for research, Alibaba's Qoder for task orchestration and development, and Tencent's CloudBase for cloud hosting. Qoder spun up an AI avatar team — a dozen AI experts playing different roles, discussing and developing together, "working crazy fast".
In the end, before midnight arrived, Li Bo completed the release of the Jinguyuan Dumpling House Skill.
The AI era in the eyes of a veteran dumpling house owner
The "Jinguyuan Dumpling House · SKILL" release notice went out at 11:56 PM on April 7. Around 1-2 AM on April 8, two people from ByteDance reached out. Then Meituan and Baidu both got in touch with Li Bo.
As someone with a computer background who has also run a restaurant business for nearly twenty years, Li Bo has his own view of the AI-reshaped future.
Broadly, he believes there will be a super-Doubao or super-WeChat that doesn't just converse but can call on AI to do all kinds of work. And the future traffic entry point will be each person's personal AI assistant.
"WeChat will eventually be like an Agent, and Skills are mini programs." You open WeChat to chat, and it turns out it can buy plane tickets, write reviews, and has all kinds of capabilities.
For the dumpling house specifically, the future customer experience might look like this: the customer wears a device with their AI assistant living inside. On entry, a geofence triggers a "handshake" between AIs — the restaurant's agent and the customer's agent exchange information in the background: what the customer prefers, what they're allergic to; what dishes the restaurant has, the calorie counts, ingredients, the Wi-Fi password. They get to know each other.
"The logic? Before, people dealt with people. Now the shop has a butler, and the customer brings a secretary. The butler and secretary work everything out, and the two bosses don't have to talk face to face."
People now talk about "everything can be CLI-fied". A restaurant naturally can too. "Translate" capabilities into CLI tools, install them into the customer's agent, and the agent can operate all kinds of services like issuing commands.
For Li Bo though, he'll keep exploring AI as a hobby in his spare time. Jinguyuan's focus remains on the dumplings.
"For now the main energy goes into keeping the taste stable in the shop — it's hard, but it's the most important thing."
When even a dumpling house can do AI — could you be next?
