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[AZ-178] Update autopilot state and deployment status report
- Update autopilot state to step 14 (Deploy) with status in progress. - Mark step 12 (Security Audit) and step 13 (Performance Test) as skipped due to previous cycle completion. - Update deployment status report date to 2026-04-01 and add notes on the implementation and testing of the `POST /detect/video` endpoint. - Emphasize the need to address security findings before production deployment. Made-with: Cursor
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# Deployment Status Report
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**Date**: 2026-03-31
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**Date**: 2026-04-01
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**Project**: Azaion.Detections
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## Component Readiness
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| Component | Status | Notes |
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|-----------|--------|-------|
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| Detections Service (CPU) | Implemented & Tested | Dockerfile exists, e2e tests pass |
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| Detections Service (CPU) | Implemented & Tested | Dockerfile exists, 67/67 tests pass |
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| Detections Service (GPU) | Implemented & Tested | Dockerfile.gpu exists, e2e tests pass |
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| E2E Test Suite | Implemented | docker-compose.test.yml exists |
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| Mock Services (Loader, Annotations) | Implemented | docker-compose.mocks.yml exists |
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| AZ-178: `POST /detect/video` endpoint | Implemented & Tested | True streaming pipeline; 67/67 tests pass incl. real-video integration test |
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## External Dependencies
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## Recommendation
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The application is functionally ready for deployment. Security findings from the audit should be addressed before production deployment — at minimum, pin dependencies to fix CVE-2025-43859 and CVE-2026-28356.
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The application is functionally ready for deployment with AZ-178 (true streaming video detection). Security findings from the audit should be addressed before production deployment — at minimum, pin dependencies to fix CVE-2025-43859 and CVE-2026-28356.
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**AZ-178 notes**: `POST /detect/video` uses raw binary body (not multipart). No new env variables are required — existing `VIDEOS_DIR` is used for `StreamingBuffer` temp files. Peak RAM for large video uploads is now bounded by model batch size (~50 MB), not file size.
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