Starting from a five-minute trigger and a ten-minute execution time, this article re-examines memU's multi-host worktrees, marker lifecycles, Recall File mirrors, and per-run isolation for proactive memorization.

A maintenance retrospective across three Labs and three Launchers, and why copying shared code that still evolves turns cross-repository cherry-picks into long-term debt.

From DeepSeek visual primitives and MiniMax-M3 image TTFT to how MiniCPM-o sustains local video understanding and full-duplex speech interaction.

When technology, reviews, and reflection keep converging in the same post, I have to reconsider what a blog category is actually supposed to answer.

I started experimenting with SeedVR2 just to upscale a manhua-drama character I liked.

Before changing the blog's body typeface, compare five candidates using the same headings, long-form prose, punctuation, mixed scripts, and weights.

From death's pressure on time to the vast scale of megastructures, an inquiry into why Chang'an, strange tales, immortality, and seemingly remembered worlds can bring existential relief.