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R&D process redesign

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Continuous Delivery 2.0
Continuous Delivery 2.0
Oct 10, 2026 · R&D Management

Zero-Based R&D Rebuild: Tencent's AI Pipeline Delivers 68% of Requirements End-to-End

Tencent's OK platform rebuilt its R&D process from scratch using zero-based thinking, enabling AI to deliver 68% of 254 requirements end-to-end with 51% completed within two hours, replacing traditional handoffs with a nine-stage pipeline, dual quality gates, surgical coding discipline, and a knowledge flywheel that shifts human roles to high-level judgment.

AI-assisted developmentR&D process redesignSoftware Engineering
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Zero-Based R&D Rebuild: Tencent's AI Pipeline Delivers 68% of Requirements End-to-End