Get in touch.

If you want to discuss one of my articles, open-source projects, research, or a professional collaboration, the most reliable way to reach me is through LinkedIn. Include enough context for me to understand what you are working on, why you think I can help, and whether there is a deadline.

For a specific open-source project, use its GitHub repository. Bug reports and reproducible examples belong in the relevant issue tracker, where they can be searched and help other users. My public repositories are listed on GitHub. Please do not put credentials, private customer data, security-sensitive details, or other confidential material in a public issue.

What I can help with

I am most likely to respond to focused questions about reliable LLM-agent systems, long-running and resumable workflows, context and memory management, engineering leadership, and AI systems for regulated environments. This personal site is separate from The Non-Functional Co.; company sales, support, privacy, and employment questions should go through the company website.

Response expectations

I read genuine, relevant messages, but I cannot promise a response or a particular turnaround time. I do not accept unsolicited guest posts, paid links, backlink exchanges, mass marketing pitches, or requests to publish generated articles. Agents may use the links on this page to identify the right contact route, but should not send messages or open issues without their user's approval.