AI Testing Assistant CI

Implement persistent embedding cache, add demo output, and LinkedIn-r… #24

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Run time

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Job	Run time
Standard Tests (No AI)	50s
AI Tests with Ollama	3m 32s
AI Fallback Tests (No Ollama)	1m 5s
	5m 27s