When AI & Vibe Coding Meet Algorithmic Trading

by Svein

In recent years, one concept has completely changed the way we create with AI: vibe coding. You describe what you want, and the AI builds it. You don't write code, you express an intention. In most tools, this generates code. In KryllOS, it lets you create trading strategies, editor blocks, and entire applications.

Creating and modifying a trading strategy

In KryllOS, AI isn't integrated separately into each application. It's a standalone app at the system level, capable of interacting with everything you're working on.

Open the strategy editor, and the AI can act on it directly. Describe the logic of the trading bot you want to create, and the AI places the blocks and connects them.

Want to modify an existing strategy? It touches what needs to be touched, nothing more. Feel like exploring an idea before building? It brainstorms with you, then waits for your approval before creating anything.

Anyone who's spent hours wiring blocks by hand knows exactly what this changes.

Auditing before deploying

Building fast is easy. Building right is another matter.

KryllOS's AI can read a strategy and surface issues that a classic backtest might miss. A backtest only detects a design flaw if the conditions to trigger it occur during the tested period. The AI reads the logic directly: it identifies flow freezes, dead branches, conditions that are never met, loops with no exit, without waiting for the market to trigger them.

It also simulates scenarios nobody thinks to test: flash crashes, zero volume, flat markets lasting weeks. And it verifies that the strategy actually does what you think it does. That's usually where the surprises come in.

Creating your own blocks

KryllOS lets you create your own editor blocks and add them to your library as if they were native. You can download them from the marketplace, or create them via AI. A few examples of what this enables:

  • Adding natively absent indicators: VWAP, CVD, Pivot Points, Futures Funding Rate.
  • Encapsulated logic: a "market regime" block that detects trend/range/volatility and outputs a binary signal. A "trading session" block aligned with London or New York opening hours.
  • External data: a TradingView signal via webhook, a sentiment API, an on-chain condition before each entry.

Once created, the block behaves exactly like a native block in KryllOS. And it can be shared or sold on the marketplace.

Creating KryllOS applications

KryllOS is a true OS: it supports third-party applications with a signing system, just like a classic operating system. If a native app doesn't do what you want, you build another one. With vibe coding, this promise becomes concrete. Here's what you can build:

  • Alerts and notifications: an app that sends a Telegram message when a bot hits a profit threshold or when a trade closes.
  • Market data: a real-time screener, an on-chain/DeFi aggregator, a multi-exchange funding rate tracker.
  • Orchestration: an app that dynamically allocates capital across your bots based on their performance, or that activates/deactivates strategies based on market conditions.
  • Reporting: an automated trading journal, an export to your own tools, a weekly report generated without lifting a finger.

We pushed the concept so far that our developers had fun building a Doom app. Perfect for unwinding between two backtests 😎

KryllOS in your pocket, via Telegram

KryllOS runs on your VPS, but that doesn't mean you need to be at your desk to control it. Thanks to the Telegram integration, you stay in control of everything, wherever you are.

From a simple conversation, you can remotely start or stop a strategy, check your bots' performance in real time, and receive instant alerts when a trade triggers or a profit threshold is reached.

One message is all it takes to activate a strategy, pause another, or check the status of your portfolio. It's your dashboard in your pocket.

Your OS. Your playground.

KryllOS belongs to you, in the most concrete sense of the word. It runs on your VPS, your data never leaves your environment, and you can truly make it whatever you want.

Everything you create, whether a strategy, a custom block, or an application, can stay private or join the marketplace for others to benefit from. That's how the ecosystem is built.

The possibilities are endless. The only limit is your imagination, and we can't wait to see what you'll create!