Awesome Networking

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

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/

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

Blazing-fast remote access

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

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

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.

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

Infrahub is a graph-based data management platform with built-in version control, CI workflows, peer review, and API access. It’s purpose-built to power reliable infrastructure automation at scale.

Malcolm is a powerful, easily deployable network traffic analysis tool suite for full packet capture artifacts (PCAP files), Zeek logs and Suricata alerts.

Network Source of Truth is an open source IPAM and network inventory database

A distributed network assurance platform

Color your Terminal with RegEx!

Multi-Generator (MGEN) traffic generation tool

Stockpile Your Network Device Configurations - A Python/Nornir Based Network Device Backup Tool

A Python application to filter and transfer Zeek logs to Elastic/OpenSearch+Humio. This app can also output pure JSON logs to stdout for further processing!

Network benchmarking suite for DNS, HTTP, and SSL — with DNSSEC validation, DoH/DoT support, high‑concurrency testing, and enterprise‑grade reporting

A Network tool used for extracting flow data from PCAP files