A deep dive into building an Ai Assistant, the move from rigid automation to fluid agency, and the hard lessons learned about token economics and security.
I'm a Product Leader and AI Strategy Consultant. I write about agile product management, AI strategy, and outcome-driven delivery. Specialising in turning complexity into clarity and ideas into impact.
Latest insights on product management, agile, and AI
It is easy to dismiss modern product theory as 'out of touch' when you are drowning in bureaucracy. But giving up on the ideal isn't the answer, strategic realism is. Here is how to play the long game without losing your mind.
Robert Langdon’s latest adventure highlights a truth Thomas Kuhn taught us decades ago: paradigms don't shift because of data; they shift because of critical mass. We explore why leaders cling to the illusion of predictability, and why the 'Product' paradigm will eventually win.
Featured projects and case studies
An automated pipeline that ingests niche community discussions, filters for product relevancy using LLMs, and structures the data for sentiment analysis.
Successfully processing live data streams from 5+ subreddits with automated noise filtering and sentiment scoring.
From the 10X promise of autonomous agency to the hard pivot of strategic realism. A deep dive into Moltbot orchestration, security hardening, and economic constraints.
Prototyped a high-autonomy assistant before pivoting to a hardened 'human-in-the-loop' model to solve for unit economics, security vulnerabilities, and data privacy.