Vaynerov's AI project estimator keeps pricing separate from language model

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Vaynerov Technologies built an AI tool called Project Blueprint that generates project architecture and team plans from product descriptions. The system deliberately keeps pricing calculations separate from the language model, using an external calculation engine instead. All model suggestions for platforms and features undergo validation and sanitization before being sent to the pricing engine. This design ensures pricing remains consistent with business rules while making the AI's influence on recommendations transparent.

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