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TimesFM

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.

TechResearch

OpenSessions

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.

TechResearch

AI Makes You Code Faster. It Doesn't Make You Ship Faster.

AI tools speed up the coding part. They leave code review, testing, CI/CD, and deployment completely untouched. Your team's AI adoption might be at 100%. Your shipping speed improvement might be at 0%. That is a systems problem, not a model problem.

Agent Architecture