https://byrondgdev.com/tags/knowledge-management/Recent content in Knowledge-Management on Byron DG — The UpstreamHugoen-usThu, 18 Jun 2026 20:49:52 -0400https://byrondgdev.com/posts/the-library-that-pays-you-back/Thu, 18 Jun 2026 09:00:00 +0000https://byrondgdev.com/posts/the-library-that-pays-you-back/<p>In the first post I mentioned the moment the memory system was born: I was tired of starting from zero every time. This post is what happens when you take that idea seriously and point it at research itself.</p> <p>Here is a confession that should embarrass me more than it does. For the first stretch of running this, we kept answering the same questions over and over. Not identical questions, but close enough that the work was mostly redone. A topic comes up in March. We dig in, produce something good, act on it. In May a related question lands, and the agent starts from a blank page, as if March had never happened.</p>https://byrondgdev.com/posts/i-set-out-to-fine-tune-a-model-and-ended-up-building-a-research-wing/Tue, 16 Jun 2026 09:00:00 +0000https://byrondgdev.com/posts/i-set-out-to-fine-tune-a-model-and-ended-up-building-a-research-wing/<p>I am a naturally curious person. I love learning how something works and then immediately looking for what I can point it at. For someone wired like me, AI is a bit of a dream come true. I can aim it at the internet, the largest pile of knowledge humans have ever assembled, and use it to learn and apply at a pace I could never manage on my own. With caution, of course. Scale cuts both ways.</p>