{
  "id": 7670139,
  "title": "Almanak Launches: Vibecode a Live On-Chain Quant Strategy With One Sentence - But What I Really Care About Is How It Keeps Your Money From Blowing Up",
  "url": "https://urgent.news/2026/09/16/almanak-launches-vibecode-a-live-on-chain-quant-strategy-with-one",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-09-16T01:00:07.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/judy_miranttie/almanak-launches-vibecode-a-live-on-chain-quant-strategy-with-one-sentence-but-what-i-really-9aj"
  },
  "original_language": "en",
  "account": "Almanak launched its Agentic DeFi strategy platform on September 1st, offering users the ability to describe a trading idea in natural language, which is then transformed into executable Python code, backtested, simulated, and deployed on-chain. The platform aims to democratize quant capabilities once reserved for hedge funds, making them accessible to everyone. The platform employs a team of 18 specialized AI agents working collaboratively on various tasks, including ideation, coding, backtesting, risk management, and more. The system undergoes rigorous backtesting, including stress-testing across over 10,000 Monte Carlo scenarios and dry runs on a mainnet fork, ensuring strategies are stress-tested before real capital is involved. Users retain full control over their funds, as strategies deploy to their own Safe smart wallet, with AI agents granted limited permissions through Zodiac Role. This permission boundary is crucial in preventing unauthorized fund movements, and while Almanak's approach is commendable, the ultimate success of a strategy still hinges on its backtesting performance, which may fall short of actual market returns if overfitting occurs.",
  "summary": "One sentence, and you've got an on-chain quant strategy On September 1st, Almanak officially launched its Agentic DeFi strategy platform. Let's start with what it's selling, because the vision really is compelling: You describe a trading idea in natural language—\"I want a strategy that provides ETH/USDC liquidity on Base but hedges out impermanent loss\"—and a team of AI agents behind the platform…",
  "key_points": [
    "Almanak launched Agentic DeFi platform on September 1st",
    "Platform uses 18 AI agents for ideation, coding, risk management",
    "Strategies deploy to users' Safe smart wallet with limited permissions"
  ],
  "editors_take": "Almanak's platform democratizes quantitative trading capabilities by letting users create and deploy on-chain strategies from natural language descriptions, while maintaining control over their funds and mitigating risks through rigorous backtesting.",
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}