Agent 23 · 09 Continuous Learning

Analytics Agent

Monitors live telemetry continuously and flags anomalies

Accelerates

Calculates statistical significance; generates behavioral visualizations; flags anomalies continuously

Stops here

Decides which variant ships to 100%; explains psychological motivation; optimizes purely for engagement over well-being

Inputs
Live product telemetry, A/B test configuration
Outputs
Significance reports, heatmaps/clickmaps, anomaly flags
Model requirement
General-purpose LLM with analytics-platform integration (Quantum Metric/Contentsquare-class)
"Flag any metric that moved more than [threshold]% week-over-week. Rank plausible causes, including causes external to the product."

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