BhanuPGS AI Research Lab

Turn User Stories into Test Assets.

Automate the transition from raw requirements to enterprise-grade test strategies. Powered by specialized Architect and Developer AI agents.

Open Agentic Orchestrator
Product Evolution

The MVP Lifecycle Roadmap.

Phase 1: Multi-Agent Logic & n8n Gateway (Current)

Validating deterministic conversion loops. The front-end triggers a visual gateway which routes payload data to a backend python stack where specialized Architect and Developer models parse requirements and output raw test code.

Phase 2: Closed-Loop Execution Sandbox

Integrating sandboxed runtimes directly into the execution flow to natively compile generated code scripts, capturing internal execution feedback to fix compilation anomalies instantly via self-healing loops.

Phase 3: Multi-Cloud Infrastructure Simulation

Deploying ephemeral software topologies directly across AWS, GCP, and Azure targets to execute live, distributed integration tests on automated routing protocols.

QE Framework Architecture

The Autonomous Quality Stack.

MODULE_01

Visual Automation Platform

Utilizing n8n as a visually deterministic gateway and asynchronous payload routing system. It handles high-traffic API requests, logging, and error tracking via an intuitive flowchart control plane.

MODULE_02

Multi-Agent Execution

Powered by code-first frameworks like CrewAI. Specialized agents run inside independent Python containers to manage long-term context memory, perform code critique, and eliminate code hallucinations.

MODULE_03

Sovereign Authentication

Secured via custom OAuth 2.0 and enterprise SSO. Users explicitly connect and authenticate their own private target data stores, keeping platform access secure and private.

MODULE_04

Secure Code Delivery

Generated test assets and Selenium strategies are returned to the visual platform layer to be pushed securely to the user via private GitHub webhooks or encrypted cloud storage links.