Modern QA2026Key Takeaway — tiles
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12.7Key Takeaway

Multi-agent communication protocols determine system reliability. Use structured messages with correlation IDs for tracing, implement error propagation strategies (skip, fail-fast, fallback) based on the dependency model, and monitor message flow health to detect bottlenecks and failures early.