From the CLI to the agent.

Training for network engineers: preparation for the CCIE and CCNP Automation exams, production automation with Python and Ansible, and agentic AI built on RAG, MCP servers and LangGraph.

Tools and stacks we teach

From the command line to agents that reason over your network.

  • CLI
  • Python
  • Ansible
  • Terraform
  • Docker
  • Kubernetes
  • FastAPI
  • NETCONF & YANG
  • CI/CD
  • Telemetry
  • Agentic AI
  • MCP servers
  • LangGraph
  • RAG
  • Vector DB
  • Microwave radio
  • Pathloss
  • Mentum

What we teach

Three areas, each taught by practitioners who do this work day to day.

Network automation

Preparation for the CCIE Automation and CCNP Automation exams, built around the work you'll actually do: programmable interfaces, data models and automation pipelines.

  • Python, FastAPI and REST APIs
  • NETCONF, RESTCONF and YANG
  • Ansible and Terraform
  • Cisco NSO
  • Docker, Kubernetes and CI/CD
  • Model-driven telemetry

Agentic AI for network operations

Agents that reason over your network data and act through tools you control. Retrieval over your own documentation, MCP servers that expose network operations, and LangGraph to tie them together.

  • Retrieval-augmented generation
  • Vector databases
  • MCP servers
  • LangGraph agents
  • Network operations use cases

Microwave radio

Design, optimisation and spectrum planning for microwave radio links, taught hands-on in the tools planners use.

  • Link design
  • Performance optimisation
  • Spectrum and frequency planning
  • Pathloss
  • Mentum

Open source

Tools and code we've built and published openly, free to read, run and adapt.

  • hitech-automation-ai

    Network automation software and agentic AI with RAG.

    View on GitHub
  • mcp-servers

    MCP servers and LangGraph agents for Cisco Modeling Labs, so an agent can build and query lab topologies.

    View on GitHub
  • SnipAnnotate

    A Windows screen capture and annotation tool: snip, annotate, combine and edit pages. One Python file and a few pip packages, with no installer and no registry changes.

    View on GitHub

Work with us

Training for your team, or hands-on help delivering the work itself.

Instructor-led training

On-site or remote, one-to-one or for a group. Courses in network automation, agentic AI and microwave radio planning, shaped around your team's environment and goals.

Consultancy and project work

Network automation and microwave radio projects, delivered alongside your own engineers or taken on end to end as a defined piece of work.