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Deployment & Scaling

24 summarised stories about Deployment & Scaling, each linking back to the original source. Browse all topics →

Wednesday, 15 July 2026

The Great Flattening

TLDR 1 day ago

As AI inference costs decline, companies can process larger volumes of requests without hitting capacity constraints, shifting the focus from resource scarcity to deliberate prioritization of what to build. Organizations using this approach operate with smaller engineering teams while increasing API token consumption, enabling faster feature deployment. This allows product teams to respond directly to customer feedback with merged code changes rather than being bottlenecked by engineering capacity.