Nearly a thousand people queued outside Tencent's headquarters in Shenzhen on March 6 to get a free piece of software installed on their laptops. Not a new operating system. Not a game. An open-source AI agent called OpenClaw, the lobster-themed automation tool that has become GitHub's most-starred software project in roughly four months of existence. Tencent Cloud engineers ran the installations at folding tables set up on the north plaza, completing each setup in about five minutes.
The crowd, according to the South China Morning Post, included students, retired engineers, and housewives. Some had flown in from Hangzhou the night before. A 9-year-old showed up alongside a retired aviation engineer. Appointment slots ran out within an hour.
Why Tencent is giving away free labor
The charitable reading: Tencent wants to help people try new AI tools. The actual reading, which Caixin reported more directly: OpenClaw is free, but the cloud servers you need to run it are not. Tencent Cloud has already crossed 100,000 OpenClaw users on its Lighthouse lightweight servers. Every installed instance becomes a source of ongoing API calls and compute charges. The installation event was a customer acquisition funnel disguised as a community service.
ByteDance is playing the same game. Its cloud platform Volcano Engine has hosted livestreams on OpenClaw setup and plans offline events in Chengdu and Shanghai. Feishu, ByteDance's workplace app, bumped its free API call limit from 10,000 to 1 million per month and shipped a beta OpenClaw plugin. Alibaba Cloud, JD Cloud, and Baidu Intelligent Cloud all launched one-click deployment within weeks. Five major cloud providers, all racing to lock in users around a tool none of them built.
A cottage industry of paid installers has popped up on Taobao and Xianyu, charging 100 to 500 RMB per remote setup. According to CIW, the top-selling Taobao store logged over 1,000 orders.
Then the government showed up
Two days after the Tencent event, Shenzhen's Longgang district published a draft policy that might be the first government support program anywhere specifically targeting OpenClaw. The Longgang Artificial Intelligence (Robotics) Bureau is proposing what it calls "Lobster Service Zones," which are subsidized physical or cloud environments where OpenClaw is pre-deployed and ready to use. Platform operators who set up these zones can receive government funding.
The subsidy numbers: up to 2 million yuan (about $290,000) for entities that contribute code to major open-source communities or develop skill packages for Longgang's priority industries. Projects that get designated as "demonstration projects" for successful OpenClaw applications in manufacturing, healthcare, or government can receive a one-time reward of up to 1 million yuan, capped at 30% of actual investment. There is a 30% subsidy on hardware purchases for plug-and-play AI NAS devices the policy calls "Lobster Boxes," plus a 50% discount on data services. The public comment period runs through April 6.
Wuxi's high-tech district in Jiangsu province announced a similar policy on Monday, offering between 1 million and 5 million yuan for industrial applications like quality inspection and equipment maintenance. That is a more aggressive bet than Shenzhen's.
The security problem nobody wants to talk about
Here is where it gets uncomfortable. The Ministry of Industry and Information Technology's National Vulnerability Database flagged OpenClaw's security risks back in early February, warning that improperly configured instances are vulnerable to cyberattacks and data leaks. The National Administration of State Secrets Protection issued its own caution, noting that downloads from Chinese IP addresses have surged and urging government agencies to keep classified systems completely disconnected from OpenClaw.
One of OpenClaw's own maintainers, known as Shadow, put it bluntly on Discord: if you cannot understand how to run a command line, the project is too dangerous for you. Bitsight found over 30,000 exposed OpenClaw instances in a single two-week analysis period. Microsoft's security team recommended treating OpenClaw as untrusted code execution with persistent credentials, advising that it should only run in fully isolated environments.
So the Chinese government is simultaneously subsidizing mass adoption of a tool that its own cybersecurity regulators are warning about. The Longgang policy addresses this with half-measures: open data must be de-identified, and the focus is on controlled industry applications rather than consumer use. Whether a retired engineer who flew to Shenzhen to get OpenClaw installed at a Tencent folding table is going to follow enterprise security protocols seems unlikely.
What this is actually about
OpenClaw's appeal in China goes beyond the AI hype cycle. According to HelloChinaTech, large Chinese enterprises average over 150 independent IT systems, roughly 60% of which are legacy platforms with no API documentation. OpenClaw bypasses the integration problem entirely by operating at the screen level, identifying buttons and text fields through visual recognition and completing tasks via simulated clicks. Slow and clunky compared to native API integration, but it works against systems that have been locked down for decades.
That is why cloud providers are treating this as an infrastructure land grab, and why a district government in Shenzhen is writing subsidy checks. The question is whether the rush to adopt creates more problems than it solves. A tool that burned $20 a day in API calls for one widely cited overseas user is one thing when a developer is experimenting. It is a different calculation when a local government is encouraging mass deployment across manufacturing and healthcare without waiting for the security model to mature.
The Longgang draft policy is open for public comment until April 6, 2026. Wuxi's measures are already in effect. ByteDance's offline events in Shanghai and Chengdu do not yet have confirmed dates.
