Research

Evidence Gates for RAG Agents: A Publication Contract for Factual Claims

A fluent answer is a candidate, not a verified fact. A retrieval-augmented agent should publish a material claim only when the evidence available for that turn supports the whole c…

  • Retrieval-Augmented Generation
  • Evidence Gates
  • Attribution
  • Agent Reliability
  • Selective Abstention
Engineering

Config Enhancer Semantic Guardrails

Date: 2026-07-23 Scope: services/agent Status: implemented locally; not deployed

  • ConfigEnhancer
  • prompt grounding
  • skill passthrough
  • timer semantics
  • config cache
  • Mongo migrations