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Project 01 // Core Engine

Unified AI
Interface.

One prompt across ChatGPT, Claude, and Gemini with side-by-side comparison

DOCUMENTATION
AI ToolsPrompt EngineeringPlaywrightStreamlit
AI
AI Tools
PRO
Prompt Engineering
PLA
Playwright
STR
Streamlit
3Models compared
ParallelWorkflow
SQLiteStorage
Process // 01

The Challenge

Comparing model behavior manually across separate browser tabs wastes time and makes differences easy to miss.

Bottleneck Analysis

Identification of relay failures in distributed nodes.

Process // 02

The Solution

  • Built a single-prompt workflow that runs parallel prompts across ChatGPT, Claude, and Gemini.
  • Used persistent browser sessions, retries, popup handling, and failure screenshots for resilient automation.

Advanced Core Logic

A Streamlit and Playwright workflow for sending one prompt to multiple AI assistants and comparing responses in a single screen.

Streamlit
Playwright automation
SQLite conversation history
Latency and reliability logging
Architecture

Visual Chronicles

Abdullrahman

© 2026 Abdullrahman. Built for high-end AI research.

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  • Stored conversations for search, export, reliability tracking, and latency comparison.
    • Solution visualization
    capture_sessions.py
    pip install -r requirements.txt
playwright install chromium
python capture_sessions.py
streamlit run app.py