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This PR provides a new agent architecture for TrustGraph that introduces confidence-based execution control as an alternative to the existing ReAct-based agent system. The architecture will be implemented as a new module set under trustgraph-flow/trustgraph/agent/confidence/ to provide enhanced reliability, auditability, and reduced hallucinations for critical knowledge graph operations

@cybermaggedon cybermaggedon changed the base branch from release/v1.3 to release/v1.4 September 10, 2025 21:08
@cybermaggedon cybermaggedon marked this pull request as ready for review September 10, 2025 21:09
@cybermaggedon cybermaggedon marked this pull request as draft September 10, 2025 21:12
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