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AI Cost Optimization

A collection of 2 posts
Why Nebula Block Is Leading the Next-Gen AI Infrastructure Wave
AI Infrastructure

Why Nebula Block Is Leading the Next-Gen AI Infrastructure Wave

The first generation of AI infrastructure was built by retrofitting general-purpose cloud for AI workloads: rent a GPU from a hyperscaler, bolt on some MLOps tooling, and hope the compliance story holds up later. The next generation looks different — infrastructure built AI-native from the ground up, with sovereignty, agentic orchestration,
03 Sep 2026 3 min read
The Token Budget Crisis: How Inefficient Context Architectures Bleed Cloud Spend
Context Engineering

The Token Budget Crisis: How Inefficient Context Architectures Bleed Cloud Spend

Most enterprise AI cost overruns don't come from model pricing being too high. They come from context windows being used carelessly. Every token sent to a model is a token paid for, whether or not it does any useful work — and inefficient context architecture is quietly one of
31 Aug 2026 4 min read
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