CipherLabs

Real-time market data, dashboards and automated execution for AI-driven trading systems.

Client
Own product
Year
2025–2026
Status
Live
Sheet
1 of 9
Visit cipherlabs.xyz
CipherLabs website, desktop view

Notes on this sheet

  1. Market data: a real-time pipeline across many assets and timeframes.
  2. Model reasoning: several AI models compared side by side.
  3. Execution: orders placed within seconds of each candle closing.

Sheet 02 / 09The brief

The challenge

Trading systems live or die on fresh data and fast, reliable execution. The goal: a pipeline that turns market data into decisions and orders in seconds, with clear dashboards to watch it all.

  • what it needed to do

Sheet 03 / 09Pipeline diagram

Candle close to order, in seconds.

Fresh market data, several AI models compared side by side, and automated execution, all watched on dashboards.

  1. Market data, live

    A real-time pipeline streams market data across many assets and seven timeframes.

  2. Four models, side by side

    When a candle closes, the data goes to several AI models at once, including Grok, Gemini, GPT and Claude, and their analysis is compared.

  3. Executed in seconds

    Orders are placed automatically within seconds of each candle closing.

  4. Watched and tested

    Dashboards and charts monitor every system, and backtests with walk-forward checks come before anything goes live.

Sheet 04 / 09Build log

What I did

  1. A real-time market data pipeline across many assets and timeframes

  2. AI analysis using several models side by side, including Grok, Gemini, GPT and Claude

  3. Automated execution within seconds of each candle closing

  4. Dashboards and charts to monitor every system

  5. Backtesting rules and walk-forward checks before anything goes live

Sheet 05 / 09Dimensions

By the numbers

AI models compared
4
timeframes processed
7
live pipeline
24/7

Sheet 06 / 09Specification

Built with

  • React
  • TypeScript
  • Supabase
  • Fly.io
  • WebSockets
  • Hyperliquid API
  • xAI Grok API

Sheet 07 / 09Desktop elevation

Scroll through it

Scroll inside the screen to see the whole page.

CipherLabs homepage from top to bottom, desktop view

Key plan

  1. Data → reasoning → risk → execution
  2. Market data to an executed order, continuously
  3. Several AI models side by side

Sheet 08 / 09Mobile elevation

On a phone.

The same pages on a 390-pixel-wide phone screen.

CipherLabs website on a phone

Sheet 09 / 09Related drawings

Services this proves

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