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Production stack for AssayCore Micro
Core: PostgreSQL 16 + Redis 7 + Kafka 3.7 + MinIO + Keycloak 24 + Spring Boot 3.3 (Kotlin) + React 18/MUI + FastAPI ML (Python 3.11) + Nginx + Docker
Module-specific: PyTorch 2.x + YOLOv8 + OpenCV colony AI · EUCAST v16 / CLSI M100-S34 AST breakpoints · AMR expert rules (EUCAST v3.4) · VITEK/MALDI-TOF/ASTM bridges · EM trending dashboard with alert/action limits (EU GMP Annex 1)
Deployable on your infrastructure or our managed Hetzner. Self-hosted source-license available.
Particle Stream
AssayCore Micro · ISO 14644-1:2015 Grade A/B/C/D · EU GMP Annex 1 (2022) Table 1 · Live feed
Grade A stations
3
Excursions 24h
2
Grade A avg ≥0.5µm
1,666
Grade A avg ≥5µm
10
| Grade | ≥0.5µm at rest | ≥5µm at rest | ≥0.5µm in operation | ≥5µm in operation |
|---|---|---|---|---|
| Grade A | 3,520 | 29 | 3,520 | 29 |
| Grade B | 3,520 | 29 | 352,000 | 2,930 |
| Grade C | 352,000 | 2,930 | 3,520,000 | 29,000 |
| Grade D | 3,520,000 | 29,000 | 3,520,000 | 29,000 |
Source: EU GMP Annex 1 (2022) Table 1. Units: particles/m³. ISO 14644-1:2015 classification.
| Station | Room / Zone | Grade | State | ≥0.5µm /m³ | Limit ≥0.5µm | ≥5µm /m³ | Limit ≥5µm | Trend ≥0.5µm | Last reading |
|---|---|---|---|---|---|---|---|---|---|
| PS-A-001 | Filling Isolator ILC-01 | Grade A | in operation | 1,830 | 3,520 | 13 | 29 | 2026-04-19 13:01 | |
| PS-A-002 | Filling Isolator ILC-02 | Grade A | in operation | 1,619 | 3,520 | 9 | 29 | 2026-04-19 10:54 | |
| PS-A-003 | LAF Workstation — Aseptic assembly | Grade A | in operation | 1,549 | 3,520 | 9 | 29 | 2026-04-19 17:00 | |
| PS-B-001 | Grade B background — Filling suite | Grade B | at rest | 2,288 | 3,520 | 10 | 29 | 2026-04-19 16:29 | |
| PS-B-002 | Grade B — Gowning corridor | Grade B | at rest | 1,514 | 3,520 | 21 | 29 | 2026-04-19 15:46 | |
| PS-C-001 | Grade C — Preparation area | Grade C | in operation | 1,161,600 | 3,520,000 | 32,770 | 29,000 | 2026-04-19 10:10 | |
| PS-C-002 | Grade C — Component washing | Grade C | in operation | 4,646,400 | 3,520,000 | 6,380 | 29,000 | 2026-04-19 19:34 | |
| PS-C-003 | Grade C — Solution preparation | Grade C | in operation | 2,358,400 | 3,520,000 | 11,600 | 29,000 | 2026-04-19 14:29 | |
| PS-D-001 | Grade D — Dispensary | Grade D | in operation | 1,056,000 | 3,520,000 | 10,440 | 29,000 | 2026-04-19 12:17 | |
| PS-D-002 | Grade D — Unclassified corridor | Grade D | at rest | 2,252,800 | 3,520,000 | 14,500 | 29,000 | 2026-04-19 06:08 |