How the cascade works

Architecture, technologies and current state of the project.

✅ What the cascade could already do (and can again)

I have a working prototype that ran successfully on a weak server. Its backup is saved. Here's what it did:

The prototype proved the viability of the idea. Further development stopped due to lack of resources. The backup exists – with co-founders' support we will restart the cascade.

The project is currently paused. Your contributions will go to server rental, API costs, and resuming work.

🧠 Future cascade architecture

📡 Analysis layer

Understands the request, breaks it down into subtasks, extracts the essence.

⚙️ Action layer

Executes commands: writes code, launches services, configures the server.

🧠 Self-learning layer

Analyzes errors, remembers successful solutions, becomes smarter.

🔄 Orchestrator

Coordinates the work of all layers, distributes resources.

🛠️ Technologies used (in prototype and plans)

Python / FastAPI Bash scripting Docker / Nginx Linux (Ubuntu) Telegram Bot API LLM (GPT, Claude) SQL (PostgreSQL) Git / CI/CD

🚀 Future capabilities (with sufficient support)

💎 Become a co-founder

Your contribution will bring these technologies closer. Together we make fantasy a reality!

💎 Make a contribution