NetPulse is a high-performance Infrastructure Connectivity API designed to bridge the gap between legacy SSH-based CLI and modern programmable environments. It transforms traditional network switches and Linux servers into AI-programmable assets, providing a reliable connectivity layer for modern high-performance clusters.

NetPulse abstracts the complexity of human-oriented CLI interactions into a standardized, machine-oriented RESTful API. It acts as the "actuator" that allows AI Agents and automation frameworks to interact with physical hardware via structured data models.

graph LR
    subgraph Consumers[Modern Consumers]
        direction TB
        A1[AI Agents]
        A2[Automation SDKs]
        A1 ~~~ A2
    end

    subgraph NetPulse[NetPulse Connectivity API]
        C[API Controller] --> |Task Distribution| Q{Redis Queue}
        Q --> W1[Worker Node 1]
        Q --> W2[Worker Node 2]
        Q --> Wn[Worker Node N]
    end

    subgraph Infrastructure[Hardware Infrastructure]
        direction TB
        D1[Network Switches]
        D2[Linux Servers]
        Dn[AI / GPU Clusters]
        D1 ~~~ D2 ~~~ Dn
    end

    Consumers -->|REST / JSON| C
    W1 -.->|Distributed SSH| D1
    W2 -.->|Distributed SSH| D2
    Wn -.->|Distributed SSH| Dn

    style NetPulse fill:#f9f9f9,stroke:#333,stroke-width:2px

• SSH-to-API Abstraction: Seamlessly converts multi-vendor CLI interactions (Cisco, Arista,HP_comware etc.) and Linux shell commands into structured JSON responses.
• Self-Healing Connectivity: Proactively maintains session integrity via background deep probes to detect and automatically restore stalled SSH connections.
• High-Concurrency Session Pooling: Implements "Pinned Workers" to reuse persistent sessions, eliminating the overhead of frequent SSH handshakes.
• Linux Mastery: Advanced server management supporting sudo elevation, SFTP file synchronization, and persistent detached background tasks.
• Agent-Ready Context: Engineered for LLM integration via specialized documentation (llms.txt) and unified result modeling for consistent AI parsing.

NetPulse utilizes a Controller-Worker model to offload execution tasks to a scalable fleet of workers. This ensures high availability and responsiveness even when managing thousands of nodes.

• Redis-Backed Dispatch: Global task coordination and status management.
• Dynamic Resource Handling: Workers manage their own session lifecycle and self-cleaning staging environments.

# Clone and deploy using the automated script
git clone https://github.com/scitix/netpulse.git
cd netpulse
bash ./scripts/docker_auto_deploy.sh

curl -X POST http://localhost:9000/device/exec \
  -H "X-API-KEY: your_api_key" \
  -d '{
    "driver": "netmiko",
    "connection_args": {"device_type": "cisco_ios", "host": "10.0.1.1", "username": "admin", "password": "pass"},
    "command": ["show ip interface brief"],
    "parsing": {"name": "textfsm"}
  }'

curl -X POST http://localhost:9000/device/exec \
  -d '{"driver": "paramiko", "host": "10.0.10.1", "detach": true, "command": ["yum update -y"]}'

• 🤖 Agent Guide (llms.txt) - Essential prompt context for AI integration.
• 🔌 API Manual - Technical reference optimized for machine parsing.
• 👷 Issues - Bug reporting and feature requests.

NetPulse - Bridging the gap between legacy infrastructure and the AI era.