<p>The organization runs the program. Reserved instances purchased, rightsizing applied, maybe a workload consolidation push across three regions. Spend drops 18%. Leadership
<p>Cloud spend is usually treated as a finance problem.</p> <p>Engineering gets the message after the fact:</p> <p>“Why did the AWS bill go up again?”</p> <p>But the bill is
<p>Phase 1 is never 'lift and shift.' Here's the framework that keeps production stable throughout the entire move.</p> <p>After leading migrations for organizations ranging from
<p>80% of engineering teams miss their AI infrastructure cost forecasts by more than 25% — not because they're spending wrong, but because they're managing three fundamentally
<p>Every engineering team reaches a point where the cost of moving slowly becomes more expensive than the cost of changing how they work.</p> <p>For our team, that moment came
<p>GPT-5.4 shipped on March 5. Seven weeks later, on April 23, 2026, OpenAI released GPT-5.5 — and the pace alone tells you something about where this race is headed. This isn't
<h2> The VMware Exodus </h2> <p>With Broadcom's acquisition of VMware causing massive licensing fee hikes, enterprise companies are scrambling for alternatives. The default
<div class="highlight js-code-highlight"> <pre class="highlight markdown"><code><span class="p">![</span><span class="nv">Architecture Diagram</span><span class="p">](</span><span
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