Latest from the team
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When AI Finds More, Verified Fixes Matter Most
Why finding more flaws matters only when teams can validate, prioritize, fix, and verify them.
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Agent Observability Is Not Agent Accountability
Why agent traces must connect to identity, authorization, and cloud effects before they can support accountable operations.
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The AI control plane begins where tool calls meet cloud authority
Storm-3168 is an identity incident with an AI-era lesson: tool-using automation makes delegated cloud authority a strategic control surface.
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Data product strategy will determine who gets value from enterprise AI
Why enterprise AI will scale through funded, accountable data products rather than raw data volume or another central data standard.
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Inference cost controls are now architecture controls, not FinOps afterthoughts
Why inference economics belong in architecture governance when cost, reliability, latency, and customer trust move together.