Backpack+AI, even coding novices can script low-risk profit

By: blockbeats|2025/04/23 09:15:03
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Backpack 交易平台的 Season 1 空投活动已经进行到了第 4 周。截至活动的第 3 周,Backpack 现货与合约总交易量达到了 41 亿美元。24 小时合约交易量最高达到 9.5 亿美元,持仓量达到 1.13 亿美元,均创下历史新高。

除了 Backpack 自家平台币这个最大的预期,先前的交易活动中,$W 和 $TNSR 这样的大毛,都是可以通过在 Backpack 上交易「撸」出来的。说「撸」可能也不是很准确,因为不但项目方本身十分鼓励真实交易行为,许多用户也凭借自己的交易能力,在 Backpack 上既赚钱又收获潜在的空投。

当市场不利于散户交易时,不少人转向了低风险收益。律动 BlockBeats 找到了一位高玩 CJ(@gch_enbsbxbs),他的主攻方向是套利。前段时间,CJ 自己做了 Backpack 交易平台套利脚本,尝试在这个有发币预期的交易平台上用低风险的方式获利。更有意思的是,CJ 从来没有接触过编程,这套脚本完全凭借 AI 完成。

律动 BlockBeats 找他聊了聊他对 Backpack 这个平台交易和撸毛的看法,CJ 并不是一个典型的「撸毛党」,他的赚钱式「撸毛」玩法能够为大家带来许多新的角度。

非典型「撸毛」人

律动 BlockBeats:Twitter 上的「撸毛」教程有很多,但往往是公链、基建或者 DePIN 之类的项目更受到关注,为什么您会选择 Backpack 这个交易平台类型的标的呢?

CJ:市场环境不好的情况下,单纯的质押、交互型项目容易被「反撸」。在我看来,「烧 Gas 做链上交互」的项目不是好的「撸毛」标的,不仅消耗时间和精力,也消耗金钱。

我自己被「反撸」后进行了一番反思,到底什么样的项目「撸」起来,自己会不被动呢?最主要的一个因素可能就是,「撸毛」项目本身能不能让用户赚到钱。

这一类型的项目以交易平台最为突出,因为撸交易平台的毛,本身也是在交易平台里做交易。既然是交易,当然有的人会赚有的人会亏,这个看的是个人玩法和能力。

像 Backpack 这种交易平台类型的项目,用户可以通过交易来套利,玩得好的话不但不用花钱,反而在交互的同时还赚钱,这种项目在当前的市场环境下其实并不好找。当然我会选择这个交易平台作为主要的交互标的还有一些其它原因,比如能做出一个大型交易平台的项目本身实力就够强,Backpack 不仅已经跑了相当长的时间,而且之前还花 3000 多万美元收购了 FTX EU,所以选择它作为交互标的的可靠性和潜力就高。

赚钱式「撸毛」

律动 BlockBeats:「撸毛」不花钱还赚钱,这点是怎么做到的呢?

CJ:玩交易平台类型的空投交互,除了自己在里面做普通的买入/卖出或者是开多/开空交易,还有很多种方法是可以套利的,并不需要考验自身的交易水平。比如跟单、网格、马丁格尔策略、期限套利、资金费率跨所套利、现货的 DEX/CEX 价差套利等等。

本质上是做套利的同时顺手把空投奖励也给拿了。这种类型的好项目不容易找,因为大交易平台要么早就已经发过币了,要么它就是以交易为主,不一定有做套利又可以拿空投的好机会。

做套利来撸空投,玩得好还可以「一鱼多吃」。比如说,我可以先套保 SOL(买入 SOL 同时做空),这样首先我就在 Backpack 这类型的项目上做了交易量。拿到现货 SOL 后,提到链上去,看自己的风险偏好挑大币种或者是 meme 币组 LP,又可以赚 LP 的手续费。如果你组 Jupiter 的 JLP,相当于又做了 Jupiter 的交互,这时候就是「一鱼两吃」了。

组 LP 赚到的 meme 币,最后还是要卖掉的。这时候再拿去一个有空投的地方卖,比如说前段时间发了空投的 Particle,卖出的时候又做了交易量了,这样一套下来就「三吃」了。如果你买入 SOL 现货和做空 SOL 的地方也拆成两个有空投的交易平台,那就「四吃」了。

这边其实也可以提到跨所套利的,如果有两个会发空投的交易平台,利用两个交易平台之间的费率差分别进行开多和开空的操作来套利,也是一个「一鱼两吃」。

整个「撸毛」的过程就变成和吃利息一样的,只是如果不加杠杆的话,利息就会相对低很多。

律动 BlockBeats:加杠杆的话会有风险吗?

CJ:这个要看每个人的风险承受能力和实操经验,就我个人的玩法来说,3 倍左右的杠杆比较稳妥,只怕交易平台本身的数据出现巨大错误,不过交易平台碰到这种级别的错误应该也会赔付。如果到 5 倍的杠杆,风险系数就比较大了。

让 AI 帮助「撸毛」

律动 BlockBeats:不会编程但自己用 AI 制作出了「撸毛」脚本,您能不能分享一下您的经验?

CJ:一直到现在我也不会自己写代码,我甚至都看不懂代码,但是 AI 会。我把我的思路告诉 AI,让 AI 去实现就好了,它会告诉我写程序中碰到的问题,我再把我修改的思路告诉它,和 AI 聊着聊着程序就写好了。

听着很轻松,但实际感觉在走迷宫。迷宫正确的道路有非常多条,会写代码的人能够自己找到一条直接走出去,我只能用 AI 帮我一条一条去尝试。

不过,随着经验的积累,再写类似的脚本,就相当能快速通过的老路了。因为积累了大量的成功的代码喂给 AI 以后,再出一个新的、但是需要实现的目的差不多的项目,做起来就很快。

我最开始使用 cursor 的时候,它根本无法直接帮我获取到各个交易平台的 API,更谈不上直接用。甚至,把官方的 API 文档送给 AI,AI 也会搞错。于是,我就一边给它到处找文档,一边喂给它,一边帮它纠错,一直到把他「喂熟」。

印象深刻的一次,我有一个 API 调用方式死活过不去,后来我发现 AI 故意把我给喂给它的文档里的参数给改了。我不知道它为什么改,只好一边骂一边按着它的头,让它给我改过来。它当时还给我抬杠。后来测试通过,确实是它错了。错了没关系,给它机会改,让它成长就好。

如果对 AI 编写交互脚本感兴趣,可以参阅我发表在 Github 上的指南,自己尝试用 AI 做一个 Backpack 的自动脚本来练练手。

律动 BlockBeats:如果实在还是不会,有办法像您这样去「撸毛」吗?

CJ:上自动脚本的目的其实是为了能够更加频繁和精准地捕捉到一些机会,比如异常的波动,比如更加频繁地去开仓和平仓。手动操作的话,可能我执行完就放在那边不管了,因为人很难一直盯着市场。有了自动脚本,即使每天只是多开仓平仓一次,交易量也是增加的,拿到的空投可能就会更多。

自动脚本是为了提高效率,并不是没有了脚本就没法赚钱式「撸毛」,重点是得了解套利的原理。知道能套利,了解到套利本身还能带来空投,那么用自动脚本来提高套利和撸空投的效率就是自然而然的进阶追求了。

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$COIN Joins S&P 500, but Coinbase Isn't Celebrating

On May 13, S&P Dow Jones Indices announced that Coinbase would officially replace Discover Financial Services in the S&P 500 on May 19. While other companies like Block and MicroStrategy, closely tied to Bitcoin, were already part of the S&P 500, Coinbase became the first cryptocurrency exchange whose primary business is in the index. This also signifies that cryptocurrency is gradually moving from the fringes to the mainstream in the U.S.



On the day of the announcement, Coinbase's stock price surged by 23%, surpassing the $250 mark. However, just 3 days later, Coinbase was hit by two consecutive events: a hack where employees were bribed to steal customer data and a demand for a $20 million ransom, and an investigation by the U.S. Securities and Exchange Commission (SEC) into the authenticity of its claim of having over 100 million "verified users" in its securities filings and marketing materials. These two events acted as mini-bombs, and at the time of writing, Coinbase's stock had already dropped by over 7.3%.


Coincidentally, Discover Financial Services, being replaced by Coinbase, can also be considered the "Coinbase" of the previous payment era. Discover is a U.S.-based digital banking and payment services company headquartered in Illinois, founded in 1960. Its payment network, Discover Network, is the fourth largest payment network apart from Visa, Mastercard, and American Express.


In April, after the approval of the acquisition of Discover by the sixth-largest U.S. bank, Capital One, this well-established digital banking company of over 60 years smoothly handed over its S&P 500 "seat" to this emerging cryptocurrency "bank." This unexpected coincidence also portrayed the handover between the new and old eras in Coinbase's entry into the S&P 500, resembling a relay race scene. However, this relay baton also brought Coinbase's accumulated "external troubles and internal strife" to a tipping point.


Side Effects of ETFs


Over the past decade, cryptocurrency exchanges have been the most stable "profit machines." They play a role in providing liquidity to the entire industry and rely on trading fees to sustain their operations. However, with the comprehensive rollout of ETF products in the U.S. market, this profit model is facing unprecedented challenges. As the leader in the "American stack," with over 80% of its business coming from the U.S., Coinbase is most affected by this.



Starting from the approval of Bitcoin and Ethereum spot ETFs, traditional financial capital has significantly onboarded users and funds that originally belonged to exchanges in a more cost-effective, compliant, and transparent manner. The transaction fee revenue of cryptocurrency exchanges has started to decline, and this trend may further intensify in the coming months.


According to Coinbase's 2024 Q4 financial report, the platform's total trading revenue was $417 million, a 45% year-on-year decrease. The contribution of BTC and ETH's trading revenue dropped from 65% in the same period last year to less than 50%.


This decline is not a result of a decrease in market enthusiasm. In fact, since the approval of the Bitcoin ETF in January 2024, the inflow of BTC into the U.S. market has continued to reach new highs, with asset management giants like BlackRock and Fidelity rapidly expanding their management scale. Data shows that BlackRock's iShares Bitcoin ETF (IBIT) alone has surpassed $17 billion in assets under management. As of mid-May 2025, the cumulative net inflow of 11 major institutional Bitcoin spot ETFs on the market has exceeded $41.5 billion, with a total net asset value of $1214.69 billion, accounting for approximately 5.91% of the total Bitcoin market capitalization.


Chart showing the trend of net outflows for Grayscale among the 11 institutions


Institutional investors and some retail investors are shifting towards ETF products, partly due to compliance and tax considerations. On one hand, ETFs have much lower trading costs compared to cryptocurrency exchanges. While Coinbase's spot trading fee rate varies annually in a tiered manner but averages around 1.49%, for example, the management fee for IBIT ETF is only 0.25%, and the majority of ETF institution fees fluctuate around 0.15% to 0.25%.



In other words, the more rational users are, the more likely they are to move from exchanges to ETF products, especially for investors aiming for long-term holdings.


According to multiple sources, several institutions, including VanEck and Grayscale, have submitted applications to the SEC for a Solana (SOL) ETF, with some institutions also planning to submit an XRP ETF proposal. Once approved, this may trigger a new round of fund migration. According to a report submitted by Coinbase to the SEC, as of April, the platform's trading revenue from XRP and Solana accounted for 18% and 10%, nearly one-third of the platform's fee revenue.



However, the Bitcoin and Ethereum ETFs passed in 2024 also reduced the fees for these two tokens on Coinbase from 30% and 15% to 26% and 10%, respectively. If the SOL and XRP ETFs are approved, it will further undermine the core fee revenue of exchanges like Coinbase.


The expansion of ETF products is gradually weakening the financial intermediary status of cryptocurrency exchanges. From their original roles as matchmakers and clearers to now gradually becoming mere "on-ramps and off-ramps" for funds, exchanges are seeing their marginal value squeezed by ETFs.


Robinhood Takes a Stand, Traditional Brokerages Join the Fray


On May 12, 2025, SEC Chairman Paul S. Atkins gave a keynote speech at the Tokenization and Cryptocurrency Working Group roundtable. The theme of his speech revolved around "It is a new day at the SEC," where he indicated that the SEC would not approach enforcement and regulation the same way as before but would instead pave the way for cryptocurrency assets in the U.S. market.



With signs of cryptocurrency compliance such as the SEC's "NEW DAY" declaration, an increasing number of traditional brokerages are attempting to enter the cryptocurrency industry. One of the most representative cases is the well-known U.S. brokerage Robinhood, which began expanding its crypto business in 2018. By the time of its IPO in 2021, Robinhood's crypto business revenue accounted for over 50% of the company, with a significant boost from the Dogecoin "moonshot" promoted by Musk.


In Q1 2025 earnings report, Robinhood showcased strong growth, especially in revenue from cryptocurrency and options trading. Fueled by Trump's Memecoin, cryptocurrency-related revenue reached $250 million, nearly doubling year-over-year. Consequently, Robinhood Gold subscription users reached 3.5 million, a 90% increase from the previous year, with the rapid growth of Robinhood Gold providing the company with a stable source of income.



Meanwhile, RobinHood is actively pursuing acquisitions in the cryptocurrency space. In 2024, it announced a $2 billion acquisition of the long-standing European cryptocurrency exchange Bitstamp. Additionally, Canada's largest cryptocurrency CEX, WonderFi, which recently went public on the Toronto Stock Exchange, also announced its integration with RobinHood Crypto. After obtaining virtual asset licenses in the UK, Canada, Singapore, and other markets, RobinHood has taken a proactive approach in the compliant cryptocurrency trading market.



Furthermore, an increasing number of brokerage firms are exploring the same path. Futu Securities, Tiger Brokers, and others are also dipping their toes into cryptocurrency trading, with some having applied for or obtained the VA license from the Hong Kong SFC. Although their user bases are currently small, traditional brokerages have a natural advantage in user trust, regulatory licenses, and low fee structures. This could pose a threat to native cryptocurrency platforms in the future.



User Data Breach: Is Coinbase Still Secure?


In April 2025, security researchers discovered that some Coinbase user data was leaked on the dark web. While the platform initially responded by attributing it to a "technical misinformation," it still raised concerns among users regarding its security and privacy protection. Just two days before Dow Jones Indexes announced Coinbase's addition to the S&P 500 Index, on May 11, 2025, Coinbase received an email from an unknown threat actor claiming to have obtained customer account information and internal documents, demanding a $20 million ransom to keep the data private. Subsequent investigations confirmed the data breach.


Cybercriminals obtained the data by bribing overseas customer service agents and support staff, mainly in "non-U.S. regions such as India." These agents abused their access to Coinbase's internal customer support system and stole customer data. As early as February this year, blockchain detective ZachXBT revealed on X platform that between December 2024 and January 2025, Coinbase users lost over $65 million to social engineering scams, with the actual amount potentially higher.


Among the victims was a well-known figure, 67-year-old Ed Suman, an established artist in the art world for nearly two decades, having been involved in the creation of artworks such as Jeff Koons' "Balloon Dog" sculpture. Earlier this year, he fell victim to an impersonation scam involving fake Coinbase customer support, resulting in a loss of over $2 million in cryptocurrency. ZachXBT critiqued Coinbase for its inadequate handling of such scams, noting that other major exchanges have not faced similar issues and recommending Coinbase to enhance its security measures.


Amidst a series of ongoing social engineering incidents, although there has not been any impact on user assets at the technical level so far, it has raised concerns among many retail and institutional investors. Especially institutions holding massive assets on Coinbase. Just considering the U.S. BTC ETF institutions, as of mid-May 2025, they collectively hold nearly 840,000 BTC, and 75% of these are custodied by Coinbase. If we price BTC at $100,000, this amount reaches a staggering $63 billion, which is equivalent to the nominal GDP of two Iceland in the year 2024.


Visualization: ChatGPT, Source: Farside


In addition, Coinbase Custody also serves over 300 institutional clients, including hedge funds, family offices, pension funds, and endowments. As of the Q1 2025 financial report, Coinbase's total assets under management (including institutional and retail clients) reached $404 billion. The specific amount of institutional custodied assets was not explicitly disclosed in the latest report, but it should still be over 50% based on the Q4 2024 report.


Visualization: ChatGPT


Once this security barrier is breached, not only could the rate of user attrition far exceed expectations, but more importantly, institutional trust in it would undermine the foundation of its business. Therefore, after a hacking event, Coinbase's stock price plummeted significantly.


CEXs are All in Self-Rescue Mode


Facing a decline in spot trading fee revenue, Coinbase is also accelerating its transformation, attempting to find growth opportunities in derivatives and emerging assets. Coinbase acquired a stake in the options platform Deribit at the end of 2024 and announced the official launch of perpetual contract products in 2025. This acquisition fills in Coinbase's gap in options trading and its relatively small global market share.



Deribit has a strong presence in non-U.S. markets, especially in Asia and Europe. The acquisition has enabled Coinbase to gain a dominant position in bitcoin and ethereum options trading on Deribit, accounting for approximately 80% of the global options trading volume, with daily trading volume remaining above $2 billion.


Meanwhile, 80-90% of Deribit's customer base consists of institutional investors, with their professionalism and liquidity in the Bitcoin and Ethereum options market highly favored by institutions. Coinbase's compliance advantage, coupled with its already robust institutional ecosystem, makes it even more suitable. By using institutions as an entry point, it can face the squeeze from giants like Binance and OKX in the derivatives market.



Facing a similar dilemma is Kraken, which is attempting to replicate Binance Futures' model in non-U.S. markets. Since the derivatives market relies more on professional users, fee rates are relatively higher and stickiness is stronger, making it a significant source of revenue for exchanges. In the first half of 2025, Kraken completed the acquisition of TradeStation Crypto and a futures exchange, aiming to build a complete derivatives trading ecosystem to hedge the risk of declining spot transaction fee income.


With the surge of Memecoin in 2024, Binance, OKX, and various CEX platforms began massively listing small-market-cap, highly volatile tokens to activate active trading users. Due to the wealth effect and trading activity of Memecoins, Coinbase was also forced to join the battle, successively listing popular tokens from the Solana ecosystem such as BOOK OF MEME and Dogwifhat. Although these coins are controversial, they are frequently traded, with fee rates several times higher than mainstream coins, serving as a "blood-boosting" method for spot trading.


However, due to its status as a publicly traded company, this practice is a riskier endeavor for Coinbase. Even in the current crypto-friendly environment, the SEC is still investigating whether tokens like SOL, ADA, and SAND constitute securities.


In addition to the forced transformation strategies carried out by the aforementioned CEXs, they are also starting to lay out RWAs and the most talked-about stablecoin payment fields, such as the PYUSD launched through a collaboration between Coinbase and Paypal, Coinbase's support for the Euro stablecoin EURC by Circle that complies with EU MiCA regulatory requirements, or the USD1 launched through a collaboration between Binance and WIFL. In the increasingly crowded trading field, many CEXs have shifted their focus from just the trading market to the application field.


The golden age of transaction fees has quietly ended, and the second half of the crypto exchange platform game has silently begun.


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