Add kafka-streams module: fraud detection topology tested with TopologyTestDriver
Similarity scoring, a 5-minute windowed count that alerts once, and a KTable blocklist join, with the Spring wiring on Spring Boot 4.1.1 and Kafka Streams 4.2.1. Co-Authored-By: Claude Sonnet 5.5 <[email protected]> Claude-Session: https://claude.ai/code/session_01RjfyTgmERTWLqzafu34Cth
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c1,4700.0,3,crypto score=1.0000
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c1,3000.0,2,electronics score=1.0000
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c1,45.0,18,grocery score=-0.1185
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c1,120.0,13,electronics score=0.1387
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c1,2500.0,14,crypto score=0.2136
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threshold: 0.98
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