UPDATE: Personalization Mode 1.0 for The Workshop
Most AI assistants suffer from Contextual Amnesia. They don’t understand your work ethic, they don’t see your technical debt, and they can’t tell when you’re one bug away from burnout. They are passive tools in a world that demands proactive partners.
Personalization Mode 1.0 for The Workshop. A dual-core intelligence system powered by Gemini 3.0 Flash for sub-100ms emotional analysis and Gemini 3.0 Pro for deep, 1-million-token strategic memory.
How It Works
Behavioral Auditing
Bob tracks your Talk-to-Do ratio. If you’re talking about refactoring but spending hours tweaking UI, Bob flags the misalignment and redirects focus before momentum is lost.Dimensional Empathy
Across three emotional tracks—Cognitive, Social, and Primary—Bob adapts tone, pacing, and technical depth in real time based on your frustration, confidence, or flow.
Self-Healing Intelligence
Every week, Bob audits his own performance, recalibrating internal weights so he becomes a better partner for you specifically—not a generic user.


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