Challenge
The constraint
Building an agent that could autonomously execute multi-step dev workflows — not just respond — while keeping the interface responsive during long-running tasks.

The AI Expert System goes beyond conversational AI — it is an autonomous agent that executes real development tasks. Users interact through a multimodal chat interface while the agent handles everything from repository setup to deployment.
Mission telemetry
Outcome signal
Autonomous • Real-time multimodal
Technology
React / Node.js / OpenAI / WebSockets
Challenge
Building an agent that could autonomously execute multi-step dev workflows — not just respond — while keeping the interface responsive during long-running tasks.
System
Designed an event-driven pipeline with real-time WebSocket feedback, allowing the agent to stream progress updates and intermediate outputs back to the user as each step completed.
Outcome
Delivered a working autonomous dev agent capable of scaffolding, writing, and deploying full-stack projects end-to-end through a single chat interface.
Interface archive
Select to inspect
End of case file
Channel open
Web, mobile, or AI product. Send the context, the constraint, and the outcome you need.