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Perspectives on technology leadership, cloud architecture, and engineering culture.

  • Your Architecture Isn't AI-Ready. Here's What to Fix First. Mar 5, 2026 Before adding AI capabilities, most organizations need to fix their data layer, event infrastructure, and API design. The foundations matter more than the model.
  • Enterprise AI Adoption: The Gap Between Demo and Production Dec 18, 2025 Most enterprise AI initiatives stall not because of model quality, but because of data readiness, organizational resistance, and unclear ROI expectations.

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