[xing_horizon]

Nice architecture. Treating memory like reviewed code (not raw cache) is the right direction. The draft→promote split plus supersession links makes failures diagnosable instead of silently persistent. Curious if you’ve benchmarked contradiction-rate reduction or wrong-action rate before/after trust-gated promotion.

[timeleft--]

Thanks for the great observations. I haven't done a formal benchmark, but I built this because I saw this failure mode in several production agentic systems. The quality of the trust-gate will not be a one and done prompt, but will have to iterate on that and will most likely be application specific.