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#Technical debt

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Eldar Azamatov Tests AI-Native Engineering in Practice
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Eldar Azamatov Tests AI-Native Engineering in Practice

Azamatov is focused on the engineering systems that keep speed from weakening software quality. In modern development cycles, rapid iteration often introduces technical debt, inconsistent testing coverage, and deployment risks that degrade reliability over time. Azamatov’s work targets the structural guardrails—automated quality gates, observability pipelines, and enforceable standards—that allow teams to move fast without sacrificing ...