
Cooking AI Agents | Head of AI @Almanak #AI #Blockchain
Worldwide
Joined April 2025
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$USDG adoption is gaining momentum on Arbitrum.
Build custom lending strategies for @Morpho using natural language. Automate supply and position management and deploy onchain within minutes.
The best strategy prompts read like a brief: the goal, the constraints, the questions to answer.
@0xTodd gave Almanak exactly that for a Uniswap LP strategy, and it went from research to a deployed strategy in about 10 minutes
最近 Almanak 上线了新产品,之前做过一些研究,所以正好借着热度,聊聊这个项目。
他们的思路:一个人跑一支链上对冲基金。
查了一下 Almanak 这个单词,是“年鉴”的意思,一般图书喜欢叫这个名字。
这个项目做的东西是 AI 代理+策略,上面各种策略横飞,加到一起,倒是也可以称之为“基金策略年鉴”。
于是乎,测试了一下他们的产品,输入的指令是:
在 Uniswap 上做主流币(WBTC、ETH)+稳定币(USDT、USDC)做 LP。
1. 定位哪个 Pair 的 APR 最高,在什么链上?这可能会涉及到 2*2*链数 种可能
2. 通过近期、中期判断应该设置的价格区间
3. 根据价格区间计算应当投入的主流币、稳定币两种本金占比(假设每个仓位投入 100K 美金)
然后 Almanak 的 AI 问了几个问题之后,就开始抓取、分析。
最后分析出来,Base 上面的 ETH/USDC 流动性是以上这些选择里 APR 最高的,然后选择了 1600-3300 区间。
接下来,就直接进入开发、测试、部署流程了。
PS:真是不把 AI 当人啊。
大概 10 分钟后策略建好,如果往合约打了这个钱,这个钱包就会真的直接开始执行策略。
使用 Almanak 一个很好的切入点,是先从小资金的测试开始,也就是“构想验证”。如果效果不错、且安全运行,再考虑扩大规模。
例如去年年底,有个机构申请了夜盘比特币 ETF,在美股收盘后建仓比特币,白天天亮了就卖了。这种 idea 你乍一听挺好,但是具体效果如何,你还得去真跑一个测试。
你丢个 100 美金进去,直接告诉Almanak,让它写点代码一跑,跑个十天半个月的实盘,心里自然就有结果了,一下子节约好多时间。
还可以进阶一下,可以跑一些量化策略。
再例如,因为 Almanak 现在已经接入了 GMX,拿套利来说,可以让它写一个 1x 现货+1x 等值空单的策略,赚赚费率,现货还能存入 Aave、Morpho 之类的做收益增强。
PS:真的很需要它也接入HyperLiquid,支持 HyperEVM 链😂。
这样,从策略的构建、测试,到增加规模,都可以靠 Prompt 实现。
话说回来,从基金风控角度来说,在真正投入大资金前,需要对代码进行充分的审计,确保程序的安全。人类AI 审计、人类审计,甚至第三方审计都是必要的。
感兴趣的话,可以都来测试一下。
每个普通用户每周可以白嫖三个高级信号(Signal),用完了可以充会员,或者使用无限的免费信号。
另外,写策略的时候,不是一定要用信号,也可以直接和 Almanak Code 烧 credits 去对话,这个额度是每月会 renew 一次。
链接在评论区。
What used to take an entire team, with dedicated infrastructure and 24/7 monitoring can now be one person with an idea.
That's the idea behind Almanak: describe a strategy in plain language, get reviewable Python, test it on a mainnet fork, deploy from your own Safe.
Thorough deep dive by @nine_DeFi
We're happy to be back at the @token2049 - reach out if You want to connect in person.
0xAgentKitchen retweeted
普通人终于可以零门槛「手搓量化」,学习梁圣印钱了
刚刚体验了 @almanak 的最新 AI 功能,不到 10 分钟就帮我构建了一个 $ETH 的动量交易策略,已经部署在线上开始赚钱了
简单写个攻略,欢迎感兴趣的朋友尝试,邀请链接放在评论区
一共4步
1️⃣ 找信号
2️⃣ 写代码
3️⃣ 连接 Github
4️⃣ 部署和测试
一、找信号
平台上有非常多的信号可以使用,包括技术指标、Yield 生息、LP 机会、借贷套利、RWA等,有相应的打分。如果你对某个信号感兴趣,还可以让 AI 给你详细讲解
目前可以在 7 条链上运行:Base、Arbitrum、Polygon、Optimism、BNB Chain、Avalanche
二、写代码
直接把你的策略告诉 AI,包括你希望用的 AI,让 AI 一步步带你构建。因为我判断 ETH 的动能还是比较强,让它做了一个动量交易策略,上涨动能强的时候加仓,过热的时候减仓
这一步的体验很好,因为我只给了策略的大方向,Almanak AI 引导我一步步做细节的补充,有种 Claude Code for Trading 的感觉
三、连接 Github
因为策略代码的所有权归自己所有(这点很好),所以需要连接自己的 Github
四、部署和测试
这一步需要充值 $2 的 gas 用于未来的交易,同时初始化钱包。值得夸奖的是,在你真正运行线上策略之前,可以回测过去的效果,然后直接根据回测的效果来完善策略
整体体验下来非常顺畅。说实话类似的 AI 平台不少,但基建都不如 Almanak 完整,从信号发现到写代码、回测、部署、监控,一个平台全部搞定,非常方便
全程和 AI 对话块就可以部署自己的量化策略,这个过程也很奇妙
邀请链接和我的代码都放在评论区,欢迎感兴趣的小伙伴尝试👇
Big thanks to @denisigin for mentioning us at @almanak in his "The State of Agentic DeFi" report.
We agree that execution is abundant. Coordination is not. Not to mention smart coordination, which amounts to a strategy.
"53 of 62 systems in this report cover execution. The hard part — resolving state, checking authority, enforcing financial policy, verifying that capital ended where you intended — is where the market is actually moving. "
👆Yes. And next-gen @almanak quant platform is around the corner. News on Monday.
Full report here: tinyurl.com/msx5t3v6
Update: Expect an invitation in your inbox soon.
An @almanak update: we anticipate the first invites to the platform to be sent next week (dm me if you want one).
Given the pace of the space, we decided to add a number of extra features, supported chains, and protocols to the launch version.
Users will be able to launch lending loops, LP- and TA-based strategies, and many other hybrids across EVM chains and dozens of protocols. You can spin up your own DeFi algo strategy in minutes.
All in a fully unique non-custodial way powered by @safe
ethereum:0xdefa1d21c5f1cbeac00eeb54b44c7d86467cc3a3 owners will be able to stake and get PRO and MAX subscriptions
Exciting times ahead.
0xAgentKitchen retweeted
The full ecosystem coming into your hands within days.
Find Alpha, Implement the Strategy in minutes, Deploy.
Most Agents and SDK offers some limited subset of DeFi like LP, Lending/Borrowing or Trading.
We offer so much more...
Excited to share a quick sneak peek of the upcoming @almanak platform 2.0 and its flow:
1. Feed of Signals & Yields - your dashboard for monitoring the situation.
2. Strategy Builder - use natural language to build and optimize ready-to-deploy strategies (powered by our SDK).
3. Non-custodial deployments for algorithmic execution
Full strategy research, development, and deployment are now available in minutes.
All powered by #ALMANAK
We're doing some final QA. Releasing soon.
Almanak SDK v2.12.0 is live
This release expands coverage, improves paper trading fidelity, and strengthens the underlying infrastructure.
- 5 Avalanche lending connectors: Euler V2, Silo V2, Joe Lend, BenQi, plus Euler V2 on Ethereum
- 0G Chain integration with Gimo Finance liquid staking
- Yield-aware paper trading: persistent forks, simulated yield, PnL breakdown, teardown on shutdown
- Dashboard Accounting Phases 1-4: equity curves, traceability, and full accounting data
- OKX OnchainOS portfolio provider + token_funding config for declarative Anvil funding
- 9 new multi-protocol strategies across 6 chains
- 40+ bug fixes across execution, pricing, and reliability
More protocols, better simulation, and stronger execution across chains.
Release notes: github.com/almanak-co/sdk/re…
Another week, another update. We continue to ship.
@almanak's new platform (check my last tweet), which will allow users to build on top of our SDK, is also right around the corner (we are conducting final tests).
Replying to @almanak
Almanak SDK
A dense week focused on lending depth, paper trading, and multi-chain expansion.
- 4 new lending connectors on Avalanche: BenQi, Joe Lend, Silo V2, Euler V2
- Full supply, borrow, repay, withdraw lifecycles across all
- Paper trading now supports yield-aware simulation, persistent forks, teardown on shutdown, and dashboard integration
- Euler V2 expanded to Ethereum with a multi-chain adapter pattern
- Compound V3 full lifecycle on Polygon
- New portfolio data providers via OKX OnchainOS and Moralis v2.2
- Demo strategy catalog grew to 92 packaged strategies
The SDK now provides more coverage, more composability, and deeper strategy design space across chains.
Almanak SDK v2.11.0 is live
A solid release for anyone building strategies around lending and liquidity. The SDK now covers more ground across chains, handles price data more reliably, and expands paper trading.
Highlights:
- Radiant V2 lending connector on Arbitrum
- Paper trading with decide() dry-run and dashboard integration
- Multi-provider portfolio valuation with Zerion and circuit-breaker failover
- Dynamic token resolution for Binance + Jupiter/CoinGecko price oracles
- Spark Protocol wstETH/DAI lending lifecycle on Ethereum
- Orca SOL/USDC LP with Anvil fork support
- 12 new demo strategies across 7 chains
Release notes: github.com/almanak-co/sdk/re…
Almanak SDK is now v2.6.4
What's new:
- Compound V3 WETH market lifecycle on Arbitrum
- PostgreSQL backend for TimelineStore (deployed dashboards)
- Fluid DEX swap support with full intent verification
- BENQI lending lifecycle on Avalanche + Curve 3pool paper trade on Ethereum
- 10+ new demo strategies across backtesting, parameter sweeps, and paper trading
- GMX V2, Curve, Aave V3, and gateway fixes across the board
- almanak-code bumped to v0.2.8
Ask your agent to update Almanak SDK to the latest version and check it out.
See the full release notes here:
github.com/almanak-co/sdk/re…
A powerful, anonymous AI model dubbed "Hunter Alpha" suddenly appeared on the OpenRouter developer platform last week, sparking intense rumors that Chinese startup DeepSeek is stealth-testing its highly anticipated V4 system.
A powerful artificial intelligence model that appeared anonymously on a developer platform last week has sparked speculation that Chinese startup DeepSeek may be quietly testing its next-generation system ahead of an official launch reut.rs/3Pen8NC






















