If you already run multiple AI coding sessions inside tmux, OpenSessions is one of the clearest ways to add a real status layer on top. The sidebar and Programmatic API are the real value, but it is still an alpha tool and should be framed that way.

If you already live in tmux and want multiple CLI agents to coordinate across panes, smux is one of the cleanest bridge layers available. Its `tmux-bridge` is genuinely powerful, but the security boundary, audit gap, and runtime-context dependence are real, so I would use it selectively.

TimesFM is one of the more compelling open models for zero-shot time-series forecasting, especially when you need a fast baseline for univariate data. The hardware requirements are lighter than many expect, but the scope is narrower than the foundation-model label suggests.

## Opening: An Invisible Threat In late 2024, Nicholas Carlini, a security researcher at Google DeepMind, published findings that shattered industry assumption

When the AI industry races to add more tools and autonomy, Karpathy did the opposite — and ran 100 experiments in one night. The deepest lesson isn't technical.