What are the most confident teams using to build AI? → 2026 Benchmark Report

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AI in Production: The 2026 Benchmark Report

5/5/2026

We surveyed 130 backend, full-stack, and AI engineers about what it takes to run reliable AI workflows in production. We wanted to know what's causing failures, and which infrastructure choices—across orchestration, observability, evals, and agent frameworks—actually reduce the burden of reliability. Explore the patterns that predict scaling confidence.

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