Essays on enterprise AI, architecture, and practical strategy.

Field notes on operationalizing machine learning, navigating governance, and building tangible value in the age of hype.

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·October 2, 2026

The Architecture of Restraint: Building Practical AI in the Age of Agent Hype

Bridging the widening chasm between demo-stage snake oil and durable enterprise ROI requires discarding the magic tricks and confronting the four hard realities of production AI.

Jay Bakshi·7 min read