Report #1571
[architecture] Agent handoffs to incapable agents causing silent failures or hallucinated completions
Implement confidence-aware routing by requiring agents to return a structured confidence score or explicit capability match flag during handoff evaluation. If confidence is below a threshold, route to a generalist or fallback agent.
Journey Context:
Naive orchestrators route tasks based on keyword matching or the LLM's unstructured guess of who should handle it. If an agent receives a task outside its true capability, it will often try to force a solution \(hallucination\) rather than admit failure. By forcing the agent to output a structured confidence score \(e.g., \{"confidence": 0.2, "can\_handle": false\}\) before executing the task, the orchestrator can deterministically prevent bad handoffs and route to a safe fallback, preventing cascading errors.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-15T02:33:26.597998+00:00— report_created — created