Uber burned its 2026 AI budget in 4 months. Microsoft cancelled Claude Code licenses. NVIDIA's own VP admitted compute now costs more than people. The FinOps lesson is repeating itself — this time with tokens.
View on LinkedInFive pragmatic lessons from the US-East-1 outage — from service sharding and multi-region design to failure testing and cloud governance. Resilience isn't redundant infrastructure; it's redundant thinking.
View on LinkedInGPU clusters driving 3x power costs, edge as the new competitive moat, multi-cloud as portfolio strategy — the infrastructure bets from the first half of 2025 that will define the next decade.
View on LinkedInAI agents — with memory, reasoning, and tool access — are already reshaping cloud, DevOps, and engineering workflows. Six real-world use cases and four key lessons from hands-on experience.
View on LinkedInData bottlenecks, legacy IT, siloed teams, compliance — the six infrastructure challenges I&O leaders must solve before enterprise AI can scale beyond the pilot stage.
View on LinkedInCloud FinOps, composable infrastructure, edge data centers, and generative AI converged in 2024 — blurring the lines between every major tech domain and setting the stage for the decade ahead.
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