3 minute read

Understanding Tool Landscape Without Overwhelm

The NetDevOps tool ecosystem is vast: Ansible, Terraform, Python, Kubernetes, Prometheus, Docker, and dozens more. New engineers often experience “tool paralysis”—afraid to choose wrong, they choose nothing.

Here’s the strategic reality: you don’t need all tools immediately. Every successful automation starts with three foundational tools: a version control system (Git), an orchestration/automation platform (Ansible), and a scripting language (Python). Everything else builds on these three.

Git & GitHub: The Foundation

What It Does: Git tracks changes to files. GitHub is a hosted Git service with collaboration features.

Why Network Engineers Need It:

Every network configuration, every automation script, every design document should live in Git. This creates an audit trail, enables rollback, and facilitates collaboration.

Getting Started:

  • Create a GitHub account (free tier is sufficient)
  • Create a private repository for your network configs
  • Commit your current router configurations
  • Start tracking changes with meaningful commit messages

Real Use Case: One engineer spent 4 hours troubleshooting why BGP routes disappeared. With Git, they’d see exactly which configuration change caused it and could revert in 30 seconds.

Python: The Scripting Language for Network Automation

What It Does: Python is a general-purpose programming language with extensive libraries for networking tasks.

Why Python?

  • Beginner-Friendly Syntax: Readability is paramount. Most network engineers can pick up Python basics in weeks
  • Powerful Libraries: Netmiko abstracts SSH complexity. NAPALM provides vendor-agnostic APIs
  • Real-World Examples: The network automation community shares thousands of Python scripts on GitHub
  • Career Relevance: Python knowledge is valuable across many IT roles

What You Can Build:

  • Pre/post-change validation scripts that gather device state before a change and compare after
  • Automated alerting when network metrics exceed thresholds
  • Config parsing to extract specific information (routes, VLANs, ACLs) from device output
  • Automated reporting pulling data from multiple devices

Ansible: Infrastructure Orchestration Platform

What It Does: Ansible manages configurations across multiple devices using playbooks (YAML-formatted automation workflows).

Why Ansible for Networks?

  • Agentless: No software required on network devices. Ansible connects via SSH
  • Idempotent: Playbooks are safe to run repeatedly
  • Multi-Vendor Support: Same playbook syntax works across Cisco, Juniper, Arista with conditional logic
  • Human-Readable: YAML syntax is accessible to network engineers without deep coding knowledge

What You Can Accomplish:

  • Deploy configurations to 100 routers in 5 minutes with a single playbook
  • Collect device information (show version, show interfaces) from all devices into structured format
  • Apply firmware updates safely across device fleet
  • Generate backups of all device configs automatically

YAML & JSON: Data Formats for Automation

YAML (YAML Ain’t Markup Language): Human-readable data format used by Ansible, Terraform, and most modern tools.

JSON (JavaScript Object Notation): Structured data format returned by APIs.

Network engineers don’t need to become YAML/JSON experts, but understanding these formats is essential for reading automation code and API responses.

REST APIs: Communicating with Network Devices

Modern network devices expose REST APIs alongside traditional CLI.

Why APIs Matter:

CLI works by sending text commands and parsing text responses. APIs return structured data (JSON). Parsing structured data is 100x easier than parsing CLI output.

Example: Retrieving BGP routes via API returns a JSON object with routes already separated. Via CLI, you get text that requires regex parsing.

Learning APIs:

Postman (free tool) lets you test APIs interactively. You send a request, see the response, understand the structure.

Most network APIs follow REST principles: GET retrieves data, POST creates resources, PUT updates, DELETE removes.

Essential Tool Stack for Day 1

To start your NetDevOps journey, you need:

  1. Git/GitHub – Version control for everything
  2. Python – Scripting for custom tasks
  3. Ansible – Multi-device orchestration
  4. Your IDE – VS Code (free) for editing files
  5. A lab – EVE-NG, GNS3, or vendor sandboxes for practice

This foundation covers 80% of real-world network automation tasks.

Advanced Tools You’ll Learn Later

After mastering fundamentals, explore:

  • Terraform – Network infrastructure as code for cloud networks
  • Prometheus/Grafana – Monitoring and observability
  • Docker – Containerizing automation workflows
  • Kubernetes – Orchestrating containerized network services

Key Takeaway

Tools are enablers, not endpoints. Master the foundational three (Git, Python, Ansible), then add tools specific to your use case. Every tool is replaceable; the principles remain constant.

Try this now: Install git, create a GitHub repo, clone it, and commit a simple README.md documenting your lab topology.

Next: Part 4 — Python for network automation (hands-on examples).