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LLM-based testing

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Continuous Delivery 2.0
Continuous Delivery 2.0
Sep 8, 2026 · Fundamentals

JiTTesting: Just-in-Time Testing for AI-Speed Code Changes

JiTTesting introduces a dual-track testing strategy—permanent hardening tests for regression prevention and temporary catching tests generated on-demand to detect behavioral differences in AI-generated code diffs—using parallel pipelines, automated noise reduction, and human-in-the-loop validation to keep pace with rapid AI-driven development.

AI-assisted testingJiTTestingLLM-based testing
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JiTTesting: Just-in-Time Testing for AI-Speed Code Changes