Topic: ai for financial planning

In 2026, the digital landscape has shifted from generative AI—which simply answers questions—to agentic AI, which executes them. This transition represents a fundamental move from "automation" (doing tasks faster) to "elevation" (shifting humans toward higher-level strategic direction). I broke my own server running autonomous agents at 2 AM. These 10,400 words are what I learned rebuilding it—raw logs, failures, and the 2026 benchmarks that actually matter. Stats at a glance: ...