Consulting & Collaboration
Engineering advice and project collaboration on agent systems, AI products, and complex business systems.
I draw on FDE's attention to business context and delivery: understand the problem and constraints, then turn requirements into systems we can verify. Nine years of full-stack and backend engineering; my current focus is agent systems and AI-native products.
— How It Works
How It Works.
It starts with a short email; nothing is bound to a format.What to talk aboutThe engineering decisions of bringing agents into existing systems: permission boundaries, evaluation, context engineering, retrieval. Also AI-native product architecture and delivery, editorial websites, content APIs, and mini programs.
How it startsBriefly describe the context, problem, and intended outcome. I respond to enquiries that fit, usually starting with an asynchronous review or a call to agree on scope and next steps.
FeesPricing and the working arrangement depend on scope and stage. Work can be remote or involve participation as agreed; deliverables, timing, and fees are settled before starting.
Also welcomeTalks and presentations; Sessions shows how I present. Reasonable quotations should retain the author attribution and original link. For full republication, bulk collection, or model training, please contact me first.