Move to skill-based CLI setups where each .md skill adds just 10–50 tokens, giving you thousands of integrations without ballooning context.
The DXR3 SmartRaman+ Spectrometeris an at-line Raman spectrometer designed for pharmaceutical quality control.
In tests, Gemini 3.5 outpaced GPT-5.1 High and Opus 4.5 on coding tasks, giving you cleaner outputs and fewer fix-it loops.
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