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#689: Feature request: Dismissible hallucination alert banners

We'll provision a sandbox, run an agent against the issue, and open a draft PR. You can pull the branch and iterate from there.

Issue
enhancementuxmonitoring

This feature is needed by users running multi-agent Hermes swarms. A reference implementation exists in the Hermes Control Interface repo. When an agent's hallucination rate exceeds a set threshold, please surface a prominent, dismissible alert banner at the top of the UI. The banner should name the agent, show the hallucination rate, and suggest a replacement model where possible. This is a critical safety feature for autonomous agent pipelines.

Assessmentadvisory
feature●● medium80% confidence

Dismissible banner UI plus backend threshold evaluation and alert state management touches multiple layers.

Likely files
  • static/js/alert_banner.js
  • static/css/alerts.css
  • static/index.html
  • api/routes/monitoring.py
  • api/services/alert_engine.py
  • api/models/thresholds.py
  • tests/test_alerts.py
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This opens a fresh agent run and a draft PR for issue #689.

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