Mentoring
Regular or one-off sessions for software engineers who want a sounding board from someone who has been in the industry for over a decade.
- Career growth, interviews and moving into senior roles
- Working as an engineer in Japan as a foreigner
- Code and design reviews on your own projects
- Getting productive with AI coding assistants
AI agent consulting
Hands-on help for teams building agents on top of LLMs and the Model Context Protocol (MCP), with a focus on making their behaviour measurable.
- Evaluation strategy, rubrics and test suites for agents
- MCP server and tool design reviews
- Guardrails for agents operating on infrastructure
Linux & developer tooling
Advice on the workstation and tooling side of engineering, from containers to automation.
- Container-based, reproducible dev environments
- Linux workstation setup and automation
- CI/CD and developer-experience improvements
Let's talk
Tell me a bit about what you are working on and what you would like help
with, and I will get back to you.
Email me
Message on LinkedIn