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Fivos Aresti announces that his company has moved its entire operational knowledge to GitHub, connecting 25+ tools via MCPs to spin up contextual AI assistants instantly. The system features a markdown-based company OS, automated context propagation, self-improvement engines, and strict operating principles.
Brand Context API enables developers to ship AI applications that maintain brand consistency.
The article argues that the most significant recent shift in AI is not about intelligence but memory—AI systems remembering user preferences, habits, and ongoing projects, transforming from mere tools into context-aware assistants.