Fix build and code structure improvements. New but essential UI functionality. CI improvements. Documentation improvements. AI module improvements.

docs/modules/bench/README.md

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+# Bench (Performance Benchmarks)
+
+**Status:** Implemented
+**Source:** `src/Bench/`
+**Owner:** Platform Team
+
+> **Note:** This folder documents **performance benchmarks**. For **competitive benchmarking** (accuracy comparison with other scanners), see [`../benchmark/`](../benchmark/).
+
+## Purpose
+
+Bench provides performance benchmark infrastructure for StellaOps modules. Measures throughput, latency, and resource usage to detect regressions and validate performance targets.
+
+## Components
+
+**Benchmark Projects:**
+- `StellaOps.Bench.LinkNotMerge` - Link-Not-Merge correlation performance
+- `StellaOps.Bench.LinkNotMerge.Vex` - LNM VEX statement performance
+- `StellaOps.Bench.Notify` - Notification delivery throughput
+- `StellaOps.Bench.PolicyEngine` - Policy evaluation performance
+- `StellaOps.Bench.ScannerAnalyzers` - Language analyzer performance
+
+## Usage
+
+```bash
+# Run all benchmarks
+dotnet run -c Release --project src/Bench/StellaOps.Bench/LinkNotMerge/StellaOps.Bench.LinkNotMerge
+
+# Run with specific runtime
+dotnet run -c Release --project src/Bench/StellaOps.Bench/Notify/StellaOps.Bench.Notify
+```
+
+## Related Documentation
+
+- Competitive Benchmark: `../benchmark/architecture.md`
+- Scanner: `../scanner/architecture.md`
+- Policy: `../policy/architecture.md`
+- Notify: `../notify/architecture.md`