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Oleksandr Bezdieniezhnykh
2026-05-07 04:08:03 +03:00
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# Environment Strategy
## Environments
| Environment | Purpose | Hardware |
|-------------|---------|----------|
| Development replay | Fast local iteration with fixtures | Developer workstation |
| CI replay | Deterministic PR checks | Docker runner |
| Public dataset replay | Nightly/RC algorithm validation | Docker or GPU runner |
| Plane SITL | MAVLink/failsafe validation | Docker/local SITL |
| Jetson hardware validation | Production path latency, memory, GPU, camera, thermal | Jetson Orin Nano Super |
| Representative flight/replay | Final acceptance evidence | Target-like UAV/FC/camera setup |
## Configuration Classes
| Config | Development | Production |
|--------|-------------|------------|
| Satellite cache | Small fixture | Full mission cache |
| PostgreSQL/PostGIS | Local test DB with fixture manifests | Local onboard DB with signed mission manifests, spatial metadata, and FDR event indexes |
| Descriptor index | Small FAISS index | Full operational-area index |
| MAVLink | SITL/replay | Physical FC link |
| FDR | Temporary directory | Per-flight NVMe directory with rollover |
| Dataset fixtures | Optional public slices | Not used at runtime |
## Secrets And Signing
- Mission signing keys are never committed.
- Test keys may be committed only if clearly labeled as non-production.
- Provider credentials are not used by onboard runtime.
- Any Satellite Service sync credentials are post-flight/deployment environment secrets.
## Dataset Licensing
Public datasets must be tagged before use:
| Dataset | Expected Use | License Constraint |
|---------|--------------|--------------------|
| MUN-FRL | Preferred public VIO/nadir replay | CC BY 4.0 per current docs |
| ALTO | Preferred aerial localization/VPR replay | BSD-3 repository; dataset availability must be pinned |
| Kagaru | Fixed-wing/farmland validation candidate | Verify terms before commercial use |
| EPFL fixed-wing | Fixed-wing validation candidate | Verify terms before commercial use |
| VPAir | VPR/localization only | Academic-use restriction likely blocks commercial acceptance |
| UZH FPV | VIO stress proxy only | Non-commercial license blocks commercial acceptance |
## Promotion Rules
- A result from public datasets can de-risk implementation but cannot replace representative acceptance data.
- A release candidate cannot be promoted without Jetson hardware validation and Plane SITL.
- A mission cache cannot be used if manifest/signature/freshness validation fails.