LEMMA silent-failure auditor
Your agent said “task complete.” It lied.
bedrock redis mcp stream
traces audited
silent failures
open issues
slack alerts
audit p50bedrock
last 40 audited runs
01 · agent under watchtravel-planner (LangChain)
system instructions
    agent's final answer

    02 · audit pipelineidle
    LangChain agentwaiting
    { }
    trace span capturedwaiting
    Bedrock · Claude auditwaiting
    Redis issue groupingwaiting
    #
    Slack webhookwaiting
    run a trace to inspect the payloads…
    03 · grouped issueshash(instruction + violation type)
    get_issue_context()

    Cursor calls the MCP server over stdio and gets everything it needs to fix this — no log spelunking.

    live event streamserver-sent events
    #agent-alertslocal slack stub
    redis commands