How to Prevent Hidden AI Workflow Crashes: 3 Critical Failure Points & Fixes

In 2026, a major company's automated campaign failed due to hidden AI workflow failures, and our lab identified three invisible crash points—context overflow, permission loop deadlock, and data pollution—explaining their symptoms, root causes, and practical remediation techniques to build robust, long‑running AI systems.

AI workflowRobustnesscontext overflow

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How to Prevent Hidden AI Workflow Crashes: 3 Critical Failure Points & Fixes

Ctrip Technology

Oct 15, 2020 · Information Security

Deploying OpenRASP IAST at Ctrip: Architecture, Challenges, and Data‑Pollution Prevention via Bytecode Instrumentation

This article describes Ctrip's practical deployment of OpenRASP‑based IAST, outlines the challenges of data pollution caused by traffic replay, and presents a Java bytecode instrumentation solution that intercepts SocketOutputStream writes to prevent dirty data from persisting in databases, caches, and message queues.

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Deploying OpenRASP IAST at Ctrip: Architecture, Challenges, and Data‑Pollution Prevention via Bytecode Instrumentation