docs: comprehensive v0.5.0 README with full feature documentation

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- Architecture diagram updated with all new modules (ensemble, ATLAS, evolution, immune memory)
- Benchmark results section (70.8% TPR, 0.0% FPR)
- Defense modules overview table with line counts
- 369+ detection rules across 12 categories documented
- Bio-immune self-evolution (6 mechanisms) fully explained
- Preprocessing pipeline: CipherDecoder, TokenizerNormalizer, Unicode
- MITRE ATLAS mapping (90 techniques, 8 tactics) with API examples
- MCP Guard with MELON, tool chain, resource governor details
- Decomposition attack detection documentation
- Supply chain integrity section
- Multilingual detection (20+ languages) with examples
- RAG Shield documentation
- Output validation and OutputPayloadGuard docs
- Compliance section (MITRE ATLAS, OWASP LLM Top 10, EU AI Act)
- Full project structure tree
- Updated feature comparison table (30 features vs competitors)
- Updated performance targets with new modules
- Bio-immune API examples (evolution, adversarial training, calibration)
- 1265 lines from 604 — over 2x content increase

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Rene Fichtmueller 2026-04-07 00:36:20 +02:00

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