Multi-agent coordination failures are still hard to study without real production traces
Icy-Weakness8310 · reddit · 2026-07-29
Multi-agent coordination failures are hard to study because production traces are scarce
The author is researching coordination failures in multi-agent systems and says it is surprisingly hard to find real production traces with labeled successes, failures, and parent-child relationships.
They raise three main issues:
- Lack of trace data for coordination and non-coordination failures
- No strong standard for per-agent baselines, making evaluation messy
- Practical gaps around MCP, gating, validation, and payment gating
The post asks for anonymized or synthetic traces and invites corrections or relevant research on why agentic systems still lack common behavioral baselines.
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