What stood in the way
Regression cycles took weeks and production incidents clustered around releases.
Quality Bees introduced CI-integrated automation and performance engineering for a high-risk billing platform.
Regression cycles took weeks and production incidents clustered around releases.
Automation framework, test data management, and load/resilience testing embedded in the pipeline.
Regression time collapsed and release-related incidents fell sharply.
Production LLM agents wired into core servicing systems reduced average handle time and deflected routine contacts.
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