AI and automation
Turn repetitive work into a useful internal tool.
Practical workflows with Claude, MCP, RAG and agents, designed around useful context and a measurable next step.
Selected independent work
DevOps and Linux work that helps projects move with confidence.
I help focused teams ship, stabilise and automate technical projects. The work starts with a clear outcome, then turns into infrastructure that is understandable to run.
Primary service
DevOps and Linux, from delivery to dependable operations.
The goal is not a tool checklist. It is a repeatable path to production, a quieter operating environment and a system someone can take over with confidence.
Discuss a technical project- 01A safer route to production
CI/CD, GitOps and infrastructure-as-code that make releases repeatable instead of ceremonial.
- 02A calmer technical foundation
Linux, virtualisation, monitoring, databases and hardening aligned around the real operating risk.
- 03Clear ownership after delivery
Documentation, handover and a practical next step so the project does not become a black box.
CI/CDTERRAFORMANSIBLEARGO CDGITOPSAWSDOCKERKUBERNETESLINUXPROXMOX
Secondary directions
Useful extensions when the project calls for them.
Android prototypes currently exploring
Test a focused mobile idea without building a product organisation.
A developing direction for Kotlin and Jetpack Compose prototypes connected to dependable APIs and useful workflows.
Selected work
Independent projects, built to be used.
Websites and tools are presented here as proof of work, not as the primary service.