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Posted inBlog

When Uptime Metrics Miss the Point: Evaluating AI Agents in High-Stakes Contexts

For most of software engineering history, "is it working?" had a reasonably clean answer: the service is up, requests succeed, latency is within budget. That answer breaks down for AI…
Posted by Giuseppe Basile October 19, 2026
Posted inBlog

Beyond Faster Code: How VS Code Rebuilt Its Entire Delivery System for AI

For most teams, shipping faster with AI turns out to be the easy part. The harder question — one that took the VS Code team years of iteration to answer…
Posted by Giuseppe Basile October 5, 2026
Posted inBlog

Token ROI, Not Token Austerity: Measuring What AI Engineering Actually Produces

For a while, the conversation inside engineering teams focused on how much AI was costing. Token spend dashboards appeared. Some teams quietly competed to use less. A few organisations put…
Posted by Giuseppe Basile August 31, 2026

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