PROJECT INDEX
Tools with a purpose.
Network labs, security workflows, and deployment automation.
Each project starts with something worth making easier.
Network lab platform
Kubernetes · KubeVirt · MCP↗02Netforge
A Kubernetes-powered workspace for building real network labs, investigating failures, and sharing what you find.
AI + security tooling
Python · Anthropic API · MCP↗03SecurityMCP
An interactive Python CLI combining Anthropic models, document retrieval, and MCP tools.
Local AI tooling
Python · Ollama · MCP · HTTP API↗04OpenSecurityMCP
An Ollama-powered adaptation of SecurityMCP with a CLI and authenticated HTTP API.
Deployment automation
Bash · Ubuntu · KVM · SD-WAN↗BWAN automation
A Bash setup workflow for Netskope Borderless WAN gateways on Ubuntu.
More experiments and utilities live on GitHub ↗.