Building and documenting a comprehensive AI-assisted development workflow using modern tools like Cursor, GitHub Copilot, and custom integrations.
Reuse the scenario engine, synthetic data seeds, and hooks that power this experience.
Explainable quality scoring across 12 dimensions with Graham-aligned weighting and ESG overlays.
Polygon Fundamentals: Quarterly fundamentals, balance sheet depth, and sector benchmarks.
useRealTimeData: Streams authenticated market snapshots for live scoring overlays.
Server-driven dashboards with predictive benchmarks, conversion funnels, and anomaly triage.
Vercel Analytics: Edge-collected vitals feed for real-time performance scoring.
useAnalyticsData: Generates realistic analytics telemetry with auto-refresh and trend lines.
Multi-model valuation stack with DCF, Graham, EPV, and Monte Carlo scenario blends.
SEC EDGAR: Filings feed for historical financials and share count adjustments.
useRealTimePerformance: Surfaces FPS and memory deltas when Monte Carlo runs on weaker hardware.
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