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[AZ-137] [AZ-138] Decompose test tasks and scaffold E2E test infrastructure
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"""POST /detect/{media_id} async flow, SSE /detect/stream events, annotations callback."""
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"""Health & engine lifecycle tests (FT-P-01, FT-P-02, FT-P-14, FT-P-15)."""
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"""Invalid inputs, empty uploads, corrupt media, and expected HTTP error responses."""
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"""Latency and throughput baselines for sync detect and async pipelines."""
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"""Loader and annotations outage modes, retries, and degraded behavior."""
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"""Memory, concurrency, and payload size boundaries under load."""
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"""Auth headers, token refresh, and abuse-resistant API usage."""
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"""Synchronous POST /detect single-image scenarios (bounding boxes, config, class mapping)."""
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"""Large-image tiling and overlap behavior for POST /detect."""
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"""Video ingestion, frame sampling, and end-to-end media processing."""
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