May 6, 2026May 6, 2026 · 8 min read · 25 viewsI Built a Self-Improving Stock Screener to Understand How LLMs Actually ReasonWhat started as a personal portfolio tracker became an experiment in agent memory, adversarial orchestration, and closing the eval loop.8 min read · 25 views