PERSISTED CONTINUITY EVENTS
Mission timeline
Waiting for OpenContinuity activity.
ATMOSPHERE · OCEAN · SPACE
OpenContinuity operates from OpenEnvironment Data Plane.
OpenEnvironment collects provider observations for the selected operating location using documented schedules and observed report arrivals. OpenContinuity trains and evaluates challengers from fixed snapshots of that history, and provides labeled forecasts when observations become unavailable.
CONNECTED DOMAIN AGENTS0 / 3LIVE DATA PLANE
OPENENVIRONMENT DATA PLANE
OPEN DATA PLANEAuthoritative local environmental store
SERVICE—
RETAINED RECORDS0
DEFAULT WINDOW7 DAYS
SOURCE HEALTH—
TRAINING SNAPSHOTS0
Checking provider timing…
Learning a provider’s publication timing is not an outage. A successful fetch confirms delivery; observation timestamps determine data freshness.
NON-NEGOTIABLE CONTROLS
Trust boundaries
01
One authentic store.OpenAtmosphere, OpenOcean, OpenSpace, and OpenContinuity consume the OpenEnvironment record.
02
Snapshots are verified before training.Manifest hash, immutable marker, domain, tier, truth mode, quality, and record sequence must agree.
03
Predictions never train the model.Synthetic, replayed, virtual, and model-predicted records are rejected.
04
Qualified is not promoted.Baseline, champion, and interval-coverage gates produce a recommendation. An operator promotes.
OPENENVIRONMENT IMMUTABLE SNAPSHOTS
REVIEW OPERATING LOCATION
Train forecasts for the selected operating location.
Training uses a fixed snapshot of measured observations from OpenEnvironment. Results show the usable sample count, forecast error, and evaluation outcome. You decide whether to activate a qualified model.
CHAMPION / CHALLENGER / ROLLBACK
Review and activate trained models.
The initial champion is the conservative physics baseline. Every learned model retains parent, snapshot, cutoff, validation metrics, SHA-256, and rollback lineage.
OPENENVIRONMENT + OPENCONTINUITY
From provider observations to forecasts.
Collection cadence, model inference cadence, and retraining cadence remain independent.
LIVE PROVIDERSNOAA · NASA · LOCAL SENSORSprovider cadence and source timestamps
→OPENENVIRONMENT AGENTSCOLLECT · RETRY · RETAINraw · normalized · derived
→LOCAL DATA PLANE7-DAY ROLLING HISTORYtime-addressable and provenance-preserving
IMMUTABLE SNAPSHOTHASH + QUALITY GATEauthentic records only
→SPATIOTEMPORAL MODELCNN + ConvLSTM + GRUphysics residual · q10/q50/q90
→CHALLENGERBASELINE + CHAMPION + COVERAGEqualified, rejected, or deferred
HEALTHY FEEDSHADOW FORECASTscore before the outage
→SOURCE OUTAGEMODEL-PREDICTEDconfidence decays · intervals widen
→MODEL GOVERNANCEOPERATOR PROMOTE / ROLLBACKno automatic promotion