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TormentNexus Offers Real-Time SQLite Row Visibility for AI Agent Debugging

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TormentNexus is an AI observability platform that streams live, row-level data directly from SQLite databases to developer dashboards, bypassing the aggregated metrics used by traditional tools like Datadog or Grafana. The platform reads changes from SQLite's Write-Ahead Log files in milliseconds and pushes raw JSON records to the browser without polling or page reloads. Developers can view every INSERT, UPDATE, and DELETE operation as it occurs, including full row details such as BLOBs, foreign keys, and system metadata. This approach is positioned as a solution to a key debugging gap, where aggregate metrics can show healthy status indicators even while AI agents silently produce hallucinated or corrupted outputs. The tool is aimed at teams running AI workflows, such as LangGraph or RAG-based agents, where raw data visibility is critical for identifying issues like schema drift or stale document injection.

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TormentNexus Offers Real-Time SQLite Row Visibility for AI Agent Debugging · ShortSingh