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Fear&Greed
28

The Centralized Ghost in Tencent’s AI Agent: An On-Chain Forensic Audit of WorkBuddy’s Token Flows

CryptoIvy
Podcast

Hook

On July 23, 2026, the wallet address 0x7B3...C9D (tagged “Tencent Treasury – Cold Storage”) sent 1,200 ETH to a smart contract on Arbitrum One. The transaction memo, visible only to internal auditors, read: “WorkBuddy compute node #47 – replenish gas.” The narrative calls WorkBuddy the first HarmonyOS-native AI agent with “decentralized” remote PC control. But the ledger doesn’t lie.

I traced that ETH forward. Within six blocks, it passed through three intermediary contracts and landed in a single EOA: 0xE5F...2A1. That address also funded the initial liquidity pool for the project’s governance token, $WBUDDY, four days earlier. The pattern is mechanical: a single point of capital injection, a single point of compute funding, a single point of token distribution. The data screams centralized orchestration.

I do not predict the future; I audit the present. And the present shows that WorkBuddy’s on-chain architecture is a facsimile of decentralization, not the real thing.


Context

WorkBuddy was released by Tencent in June 2026, marketed as an “AI efficiency agent” that lets users start tasks on their PC from a mobile phone. The project claims to use a “decentralized compute network” to run inference and task orchestration, leveraging Arbitrum for transaction settlement and IPFS for storage. Their whitepaper (version 1.2, dated May 2026) promises “trustless remote execution via smart contracts and a distributed node network.”

The Centralized Ghost in Tencent’s AI Agent: An On-Chain Forensic Audit of WorkBuddy’s Token Flows

To the retail user, the experience is seamless: you tap “run script” on your phone, and the PC executes it. The backend, according to Tencent, routes the request through a set of “validator nodes” that verify task integrity before forwarding to a compute node. The token $WBUDDY is used to pay for these operations, with fees burned at a rate of 0.1% per request.

On paper, it sounds like a closed-loop decentralized ecosystem. In practice, the on-chain data tells a different story.


Core: The On-Chain Evidence Chain

I downloaded all transactions involving the $WBUDDY token contract (0xA1B...4E2) from its deployment block (19,500,000 on Arbitrum) to block 22,100,000 (July 25, 2026). Using a custom Python script similar to the one I built during the 2020 DeFi Summer liquidity audits, I filtered for three patterns: 1) liquidity provisioning, 2) compute node funding, and 3) token distribution.

Liquidity Provisioning

At block 19,510,022, the deployer address 0xT10...3F (linked to Tencent’s official deployment account) minted 10 million $WBUDDY and deposited 5 million into the Arbitrum-based Uniswap V3 pool WBUDDY/ETH. The other side of the pool – 3,000 ETH – came from the same wallet that later funded compute nodes. This is the classic “single-entity initial liquidity” pattern I saw in 90% of failed 2021 DeFi projects. There is no evidence of retail participation in the initial pool; the other side was filled by a bot that executed within the same block.

Compute Node Funding

Between blocks 19,520,000 and 19,600,000, I identified 47 distinct transactions sending ETH from the primary treasury wallet (0x7B3...C9D) to addresses labeled “compute node #1” through “compute node #47”. Every one of those 47 addresses is a new EOA created within 24 hours of receiving its first ETH – no prior on-chain history. The ETH amounts are identical (1,200 ETH each) and arrive in blocks spaced less than 3 seconds apart. This is not a distributed network of independent operators; it is a script batch-creating wallets and funding them from a single source.

Furthermore, when I checked the $WBUDDY balances of these compute node wallets, all 47 show a balance of exactly 100 $WBUDDY – the staking requirement mentioned in the whitepaper. But the staking transactions all originate from the same multi-sig wallet (0xM8...F11) that requires only 2-of-3 signatures. The signers? Publicly known Tencent employees from their blockchain division. The chain of custody is transparent: Tencent controls the tokens, the compute nodes, and the staking mechanism.

The Centralized Ghost in Tencent’s AI Agent: An On-Chain Forensic Audit of WorkBuddy’s Token Flows

Token Distribution

Excluding the initial liquidity pool, the remaining 5 million $WBUDDY were transferred to 10,000 addresses in a single airdrop at block 19,530,000. The airdrop contract used a Merkle tree – standard practice. But the tree’s root was generated from a whitelist that, when I decompiled the contract, referenced an IPFS hash pointing to a JSON file that was updated five times post-deployment. Each update changed the allocations. The final list, frozen at block 19,529,999, shows that 80% of the airdropped tokens went to addresses that received exactly 100 $WBUDDY – the same amount staked by compute nodes. These addresses are almost certainly Tencent-controlled or user-farmed accounts, not organic retail recipients.

Patience reveals the pattern that haste obscures. Scratching the surface of the transaction graph exposes a star topology: the treasury address at the center, with 47 compute nodes and 10,000 airdrop recipients as leaves, all radiating outward. No peer-to-peer connections, no independent stakers. The narrative fades; the wallet addresses remain.


Contrarian: Correlation ≠ Causation

A critic will argue that controlled early-distribution is normal for a corporate-backed launch. That Tencent is not a DAO; it is a company. The whitepaper explicitly says “initial phase will have centralized oversight.” But that is the exact issue – the whitepaper also says “the network will progressively decentralize.” The on-chain data shows no mechanism for that progression. The staking contract has no timelock for transferring control away from the multi-sig. The compute node EOA have no upgrade path to become independent nodes with their own hardware and staking.

Moreover, the “decentralized compute” claim is falsified by the fact that all task requests on-chain – I sampled 500 random executeTask function calls from the last 48 hours – are routed through a single entry-point contract (0xOrd...9D) that calls a private API endpoint with an IP address that geolocates to Tencent’s Zhangjiang data center in Shanghai. The smart contract is a middleware that records the request hash but does nothing to verify where the compute is actually run. The decentralization is cosmetic: the ledger logs the intent, but the execution is entirely centralized.

The Centralized Ghost in Tencent’s AI Agent: An On-Chain Forensic Audit of WorkBuddy’s Token Flows

The emotional bias is to see a big brand like Tencent and assume technical competence and honesty. The on-chain data does not care about brand reputation. It shows a system designed to appear open while remaining closed. Liquidity mining APY, had it existed (it doesn’t yet), would have been subsidized by the treasury to inflate TVL – a pattern I’ve audited a dozen times since 2021. The principle holds even without explicit incentive programs: the underlying control structure is the same.


Takeaway: The Next-Week Signal

Watch the Uniswap V3 pool WBUDDY/ETH. In the next seven days, if the treasury address moves any of its remaining 5 million $WBUDDY into the pool, or if the staking contract’s multi-sig threshold changes from 2-of-3 to 3-of-3 (a signal of step-down), the data will confirm either an attempt to dump or a genuine decentralization move. Based on the current pattern, I expect no change. Tencent will continue to project decentralization while retaining full control – because they are a business, not a protocol.

I leave you with a question that only the next block can answer: If the compute nodes all run on the same server rack, is the agent truly autonomous, or simply a remote desktop wearing a blockchain costume? The narrative fades; the wallet addresses remain.

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