AI Enablement & Workflows with

AI is quickly becoming a core part of how modern professionals work, but using it well takes more than trying a few prompts. This MentorCruise session is designed to help you use AI more effectively in your day-to-day work, based on your role, goals, and workflows. Whether you want to save time, improve output quality, learn better prompting, or understand how AI fits into your field, this session gives you practical guidance you can apply right away.

You’ll work with an experienced mentor to explore where AI can be most useful for you, how to use the right tools with more intention, and how to avoid common mistakes or shallow workflows. Together, you can review use cases, refine prompting, build better habits, and think through how AI can support research, writing, analysis, communication, coding, or decision-making in your specific context. The goal is to leave with clearer use cases, stronger workflows, and more confidence in applying AI to real work.

I build with AI coding agents every day. I have published docmancer, an open-source retrieval tool on PyPI that runs inside Claude Code, Cursor, and Codex, and I use that same stack to ship real software, not just demos. In an AI workflow coaching session, I will show you how to actually get leverage from these tools: how to structure a codebase and prompts so the agent is reliable, where it speeds you up and where it quietly costs you time, and how to build evaluation and guardrails so you can trust what it produces. This suits engineers, founders, and teams who want to move from occasional use of autocomplete to a genuine agent-driven workflow. I run these in the evenings UK time and on weekends, booked in advance.