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As I learn …

As I learn …

This site is about all things product (management), sharing things as I learn


  • August 16, 2026

    Grok Bot (Product Review)

    Grok Bot (Product Review)

    My summary of Grok Bot before looking into it – the first offspring of the Cursor and SpaceX/xAI tie-up. Expect an agentic platform similar to OpenClaw and Google Hermes. How does Grok Bot explain itself in the first minute? “AI teammates you can give real work to. Bots can sign into your tools, use them…

  • July 25, 2026

    The Decision Stack (Book Review)

    The Decision Stack (Book Review)

    Ask ten people to define “strategy” and you’ll get ten different answers. There’s no shortage of books and frameworks to help us think strategically, but formulating and aligning on one is still a genuinely difficult exercise. I’ve found that the hard part isn’t defining the vision or mapping out the steps to get there. It’s…

  • July 10, 2026

    Lorikeet (Product Review)

    Lorikeet (Product Review)

    My summary of Lorikeet before looking into it – An AI powered customer support agent. How does Lorikeet explain itself in the first minute? “The AI Customer Concierge for complex companies”, which to me suggest that Lorikeet aims to provide a solution to dealing effectively with more complex support queries. Examples such as “flight rescheduled”…

  • June 27, 2026

    What is harness engineering?

    What is harness engineering?

    The more I experiment with AI agents, the more I realise that the model is only part of the story. What sits around the model, the infrastructure that governs how it behaves, what it can do, and when it stops matters just as much. This is what harness engineering is about. An AI harness or…

  • June 8, 2026

    AI inference: what it is and why it matters for product managers

    AI inference: what it is and why it matters for product managers

    When I first heard the term “inference computing”, I wasn’t entirely sure what it meant. So I looked into it, and the concept turned out to be surprisingly relevant to the way I work with AI tools every day. In simple terms, AI inference is what happens when an AI model that has been trained…

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