Cooking AI Agents | Head of AI @Almanak #AI #Blockchain
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Joined April 2025
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Most people found robinhood:0x9faf478c3f9b407523a3d12307c0d34739062182 at $20M.
@almanak Edge flagged it at $2M, 60 minutes after the pool went live:
launch breakout, +57% candle, 1.8× volume.
43h later: 9.8× 📈
Be early on purpose. NFA
0xAgentKitchen retweeted
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。
The listing on Aster was the (local?) top.
@almanak Edge detected the new listing, but didn't find the proper setup to send a strong signal post listing.
Meme coins don't sleep. Neither does Edge.
228 pattern alerts last week across Robinhood Chain, BNB Chain and Base: breakouts, breakdowns, RSI extremes and trend crosses on 5-min candles.
Every triangle below is one.
See what's firing now 👇 almanak.co/edge
NFA, DYOR.
@RobinhoodCrypto, @BNBCHAIN, @base
I don't speak Chinese, but people using your product in different languages feels amazing.
当 RWA 把股票、大宗商品搬上链之后，下一个问题是：谁来为这些资产提供链上的量化策略基础设施？
答案可能不是一个机构，而是每一个有想法的个人
我想过这件事能不能一个人完成
不是“理论上可以”，而是从策略设计到代码实现，再到非托管部署，不依赖任何团队，一天之内跑起来
Almanak @almanak 做到了
我想做的事情是这样
$SNDK 我想写一个保守的现货 agent：
用 4H 判断趋势体制，用 1H 多因子评分决定入场，配合 ATR 止损和分段追踪止盈；震荡市不开仓，趋势确认了再进。
以前要实现这个，我需要一个量化工程师把逻辑写成代码，需要一台服务器 24 小时跑着，还需要一个人盯着仓位。
这些角色凑齐了，策略才能从想法变成实盘
在 Almanak 上，我只用打开 Build，用自然语言把上面这些规则描述给 AI agent
它先确认链上池子是否存在、流动性够不够，然后把策略写成完整的 Python 代码
整个过程能看到它在做什么，每一步都有进度：
规划、实现、验证、仪表盘...
这里我觉得最关键的一点是，它生成的代码不是黑箱
我可以逐行审查，可以导出到自己的 GitHub 私有仓库，代码的所有权完全归我。
想调参数？推一个 commit 就行。
这跟把钱丢进一个你看不见内部逻辑的 bot 完全是两回事
部署也让我印象很不错
选好策略，配好本金，平台帮你创建一个钱包。
权限是精确限定的，
只开放策略运行需要的那几个合约交互，随时可以撤销。
Gas 费用和交易本金完全隔离
换句话说，我的资金从头到尾都在我自己的钱包里。
Almanak 作为平台，架构上就没有能力动我的钱
这个设计我觉得是对的，经历过这个行业这么多次暴雷之后，非托管应该是基础设施级别的要求，不是一个可选的 feature
现在这个 SNDK 现货策略能够全天候运行，
不用盯盘，但我随时能看到仓位状态和策略健康度
代码在我的 GitHub 上，资金在我的钱包，权限我随时能关。
从"我想做一个闪迪的链上 agent“到它真正开始执行，
只需要不到一个下午
如果你跟我一样，脑子里经常有交易想法，却因为工程实现的门槛一直停留在“想想而已”的阶段，Almanak 确实把这个门槛压到了一个人能够得着的位置。
策略是你的，代码是你的，钱也是你的
你只是多了一个帮你把想法变成可执行代码的 AI 搭档~
0xAgentKitchen retweeted
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
0xAgentKitchen retweeted
We're happy to be back at the @token2049 - reach out if You want to connect in person.
Are you currently monitoring manually 100 meme tokens per day? Are you getting in perfectly, then not getting out properly? Are you buying the top?
Try @almanak and see if some of the signals might make your life better. Not Financial Advice but you need proper tools for this fast moving crypto (bull?) market.
We're building them.
Here are some examples of signals you'll get.
It gets better...
We're not just giving you the signal, AlmanakCode is building your strategy (fully customizable) and deploying the strategy (non-custodial! funds are yours!) so you don't have to worry about manual operations (it's fully deterministic and automated).
The blockchain ecosystem is complex and wide, we're providing a playground to help you win in DeFi.
Having the right tools for the bull market will make such a difference! Being able to deploy a lot of strategies in parallel and being semi hands off and not having to refresh the charts at 3am to avoid getting recked.
Imma sleep very well this bull market. Will you?
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sUSDe Morpho Loop: ↑101% on @Almanak
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👇
Our platform starts to feel SOOO smooth and very enjoyable. Team is working around the clock to polish the UX - not just Astra, Fable and Grok team, but real humans clicking real buttons 💪
We're building a product that we, ourselves, want to spend our day inside developing, testing, monitoring DeFi strategies.
Some have more time than others to explore lots of DeFi ideas while some others just want to 'click' on an idea/signal that seems interesting and go on with their day. Both of you, we got you covered.
For real for real, just take it for a spin. It's free.
Almanak SDK v2.28.0 is here
This release brings reproducible backtesting and stronger pre-execution safeguards across the SDK.
A quick overview:
- Intent-driven exact venues let strategies target specific pools and markets, while ordered Intent.sequence actions enable dependent execution flows
- Backtests now support reproducible exact-pool replay, with pool data pinned to manifests, typed validity results, and clearer progress reporting
- New lending-capacity preflight validates market identity, borrow liquidity, and swap-route feasibility before execution, alongside expanded connector coverage
- Quotes, accounting evidence, LP closes, and runtime boundaries have been hardened to fail safely and preserve more reliable execution and accounting data
0xAgentKitchen retweeted
Imagine a full team of agents running quant strategies and managing your LP positions on @RobinhoodCrypto chain.
We're exciting to welcome new users!
Put Almanak to the test. Between the seamless integration of Edge providing Signals from the market, Almanak Code writing your strategy and testing in minutes, our Backtesting capabilities, the Deployment and Monitoring UX and the Custody of your own funds...
Our vision: becoming the Playground of DeFi where you build, test, research, deploy and iterate on your DeFi strategies. From the obvious primitives and big protocols to fringe corners of DeFi overlooked by others.
We've seen a lot of users onboarding over the last 24h - welcome!
Some users have been asking why they should trust strategies that are created by Almanak Code. And they are right - they shouldn't
We have a very elaborate backtesting feature that allows you to test each created strategy against historical data. Simply ask it "run a few backtests over the last few months", and it will let you know how much you'd have made or lost
We're also making Almanak Code propose running backtests to you more frequently, so you can deploy a strategy with confidence
Link below to try it out
Come build a DeFi strategy on @almanak and feel how having the right tools can give you an edge in the space.
Can't wait to see how you'll use it and to discuss DeFi strategies and features with y'all. 🦾
See you on Monday.