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The fastest path to AI-powered full stack observability, even for lean teams.

Free and Open Source, Distributed, RESTful Search Engine

Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.

The premier source of truth powering network automation. Open source under Apache 2. Try NetBox Cloud free: https://netboxlabs.com/products/free-netbox-cloud/

Your window into all of your data

AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform.

Logstash - transport and process your logs, events, or other data

a Docker + Kubernetes network trouble-shooting swiss-army container

Blazing-fast remote access

Arkime is an open source, large scale, full packet capturing, indexing, and database system.

Multi-vendor library to simplify Paramiko SSH connections to network devices

Oxidized is a network device configuration backup tool. It's a RANCID replacement!

Snabb: Simple and fast packet networking

container-based networking labs

Network flow analytics (Netflow, sFlow and IPFIX) with the Elastic Stack

Python scriptable Reverse Engineering Sandbox, a Virtual Machine instrumentation and inspection framework based on QEMU

Pluggable multi-threaded framework with inventory management to help operate collections of devices

Network Source of Truth & Network Automation Platform

Batfish is a network configuration analysis tool that can find bugs and guarantee the correctness of (planned or current) network configurations. It enables network engineers to rapidly and safely evolve their network, without fear of outages or security breaches.

TextFSM templates for parsing show commands of network devices

Python module for parsing semi-structured text into python tables.

drawthe.net draws network diagrams dynamically from a text file describing the placement, layout and icons. Given a yaml file describing the hierarchy of the network and it's connections, a resulting diagram will be created.

Enterprise Network Flow Collector (IPFIX, sFlow, Netflow)

BGP and RPKI monitoring tool. Pre-configured for real-time detection of visibility loss, RPKI invalid announcements, hijacks, ROA misconfiguration, and more.

The high-scalability sFlow/NetFlow/IPFIX collector used internally at Cloudflare.

Security Governance for Agentic AI

Making virtual networking labs suck less

An AI agent that claws through your network

Community Contributed Content and Resources for Cisco Modeling Labs

Trigger is a robust network automation toolkit written in Python that was designed for interfacing with network devices.