Realtime Latency Table For Datacenters.
Automated querying for MySQL database, with conditions to send email alerts when needed.
Non-invasive state-transition observer protocol for AIOps, NOC alarm fatigue, and industrial monitoring
Calibrated GBT (isotonic XGBoost) scores first-scan promise-miss risk on public Olist data. Exception handling policy; LangGraph/MCP agent executes it in simulation. Judged on business impact (actions, OTIF, spend), not intermediate model performance. Production: Cloud Run, Feast, MLflow, canary, monitoring, human-gated promote.
Local-first network operations console for inventory, topology, diagnostics, path inspection, and safety-gated device changes.
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