https://vladimir.shulyak.net/posts/ Recent content in Posts on Letters to My Future Self https://vladimir.shulyak.net/papermod-cover.png https://vladimir.shulyak.net/papermod-cover.png Hugo en-us Fri, 14 Aug 2026 00:00:00 +0000 https://vladimir.shulyak.net/posts/agentic-data-science-gates/ Fri, 14 Aug 2026 00:00:00 +0000 https://vladimir.shulyak.net/posts/agentic-data-science-gates/ <p>The more work I delegated to agents, the more attention I had to spend protecting my own agency.</p> <p>I have been testing a more automated way of doing data science. In the morning, I define the larger question, hypotheses, and possible paths. Then the agents run experiments, sometimes on a cluster or GPU, while I go to meetings. I check in, answer questions, and redirect when needed. By evening, I have results. The next morning, I review them and repeat.</p>