← all repositories
cognizant-ai-lab/neuro-san-studio

Cognizant’s multi-agent studio: HOCON in, agent networks out

It’s a demo playground for Cognizant’s Neuro SAN framework, letting you prototype multi-agent LLM systems from HOCON config files instead of orchestration boilerplate.

834 stars Python AgentsLLMOps · Eval
neuro-san-studio
Velocity · 7d
+0.9
★ / day
Trend
cooling
star history

What it does

Neuro SAN Studio is a companion playground for Cognizant’s Neuro SAN orchestration framework, bundling demo agent networks, tutorials, and a web UI called nsflow. You declare agent behavior and topology in HOCON files, and the framework coordinates how LLM-powered agents split up and delegate work. It is largely a demo and tooling layer on top of the core library, aimed at getting an agent network from description to running server quickly.

The interesting bit

Rather than hard-coding a control flow, the framework uses an AAOSA protocol that lets agents autonomously decide who handles which subtask. A meta-agent called the Agent Network Designer can read a plain-English use-case description and emit a new HOCON config for you. There is also a Sly-Data mechanism that keeps sensitive fields out of LLM prompts during handoffs between agents.

Key highlights

  • Entire agent networks defined declaratively via HOCON instead of orchestration code.
  • Meta-agent generates new multi-agent configs from natural language descriptions.
  • Sly-Data hides sensitive information from models during inter-agent transfers.
  • Integrates with LangChain tools, MCP, A2A, CrewAI, Agentforce, and external APIs.
  • Example networks cover banking, insurance, airline support, retail, and telco scenarios.

Verdict

Worth exploring if you want an opinionated, configuration-first multi-agent stack with enterprise industry templates. Give it a pass if you are looking for a lightweight, code-first agent library without the scaffolding and UI overhead.

Frequently asked

What is cognizant-ai-lab/neuro-san-studio?
It’s a demo playground for Cognizant’s Neuro SAN framework, letting you prototype multi-agent LLM systems from HOCON config files instead of orchestration boilerplate.
Is neuro-san-studio open source?
Yes — cognizant-ai-lab/neuro-san-studio is open source, released under the Apache-2.0 license.
What language is neuro-san-studio written in?
cognizant-ai-lab/neuro-san-studio is primarily written in Python.
How popular is neuro-san-studio?
cognizant-ai-lab/neuro-san-studio has 834 stars on GitHub and is currently cooling off.
Where can I find neuro-san-studio?
cognizant-ai-lab/neuro-san-studio is on GitHub at https://github.com/cognizant-ai-lab/neuro-san-studio.

heatdrop uses Google Analytics to see which pages get read — nothing else. Your call. How we handle data.