Unverified50% confidenceFactExact time
The four DECIDE backends of VQ Agent Core expose the same interface: decide(), classify_reply(), score_lead(), should_escalate(), so switching backends only requires changing a configuration value without modifying the calling code.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/12/2026
First Seen
Valid until: 1/10/2027
Sources
Related Entities
Related Claims
UnverifiedVQ Agent Core calls _decide_gate() to enter the DECIDE layer when the routing confidence is below router.confidence_threshold in config.yaml (default 0.7) or the request is ambiguous.75% similarUnverifiedIn the THINK layer of VQ Agent Core, when no local model is available, understand() returns the original request with a via="skipped" marker rather than hiding the situation, and compose() returns a factual structured summary without fabricating content.74% similarUnverifiedV0 entered A tier, moving beyond just generating React interfaces and toward production-grade applications.60% similarUnverifiedThe VQ Agent Core repository is at https://github.com/Shivay00001/vq-agent-core and contains test files such as test_agent.py and test_strands_backend.py as well as dated engineering notes.60% similarUnverifiedVQ Agent Core currently has no UI and no hosted service, and the local DECIDE backend requires a PC-class machine; it is a usable foundation rather than a finished product.60% similar
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