Putting on the Product Owner Hat
I had the idea for Second-Memory.
But at that point, it was still just an idea. It was too vague to start thinking about architecture or implementation.
I wanted to develop the idea further before I started building it.
So I put on the Product Owner hat.
I followed the kind of process I had experienced in my professional work.
I started by defining the initiative. I wrote down what I was trying to achieve and what I wanted the product to be.
Then I wrote a PRD.
Writing it made me think through the product in more detail: the problem, the user, the main use cases, the scope, and what I wanted to achieve with the first version.
From there, I created user stories.
This helped me look at the product from the user's perspective rather than thinking about how I was going to implement it.
I then organised the stories into an initial backlog and broke the work down into tasks that I could eventually implement.
There was another reason I wanted to document all of this.
I knew I would be using AI tools to help me build the project.
Instead of explaining the project from scratch every time I asked an AI coding tool for help, I could give it the product documents as context.
The PRD and user stories became a shared reference point — for me as the developer, and for the AI tools I was working with.
The idea started in my head as something fairly vague.
By the end of this process, I had something much more concrete:
an idea → a product definition → user stories → work I could build.

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![Robot Hand and Dexterous Grasping — Ch.11: Learning Based Grasping [EN]](https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F0vwn7n6avum4aikrsb3l.png)
![Robot Hand and Dexterous Grasping — Ch.12: Foundation Models for Grasping [EN]](https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fzwtzyqd5kl8mu7m6tr5j.png)
![Robot Hand and Dexterous Grasping — Ch.13: Tool Use and Assembly [EN]](https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbc7p1ru1a35ubqdq8nkp.png)