will brown @willccbb
Ranked #1 on Backscroll (2026-07-10) — surfaced for substance, not engagement.
doing RL *literally* in production doesn’t really work outside of narrow settings like RLHF
but the right way to do continual RL *is* exactly this semi-synthetic task loop, which you can do on-the-fly by mining tasks from traces + evolving high-fidelity sims from observations