Filecatalyst: Agari

# Flask microservice to proxy and augment FileCatalyst API @app.route('/api/v1/bandwidth/predict', methods=['POST']) def predict_bandwidth(): data = request.json historical_usage = get_historical_bandwidth(data['time_slot']) predicted_limit = apply_ml_model(historical_usage) update_filecatalyst_policy(predicted_limit) return "new_limit_mbps": predicted_limit Create a rule definition schema (JSON):

curl -X PUT http://filecatalyst-server:8085/api/transfers/config \ -H "Authorization: Bearer $API_KEY" \ -d '"max_bandwidth_mbps": 85' Add a new tab in FileCatalyst Central Web UI (customizable via plugin architecture or separate React app): agari filecatalyst

[FileCatalyst Agent] <--gRPC--> [Bandwidth Controller (new)] | v [Policy DB + Predictor Service] | v [FileCatalyst Central Server API] func AdjustBandwidth(currentLoad float64, policies []Policy) int for _, p := range policies if p.Condition.Matches(time.Now()) newLimit := p.LimitMbps if currentLoad > p.CongestionThreshold newLimit = newLimit / 2 return newLimit return defaultBandwidthMbps # Flask microservice to proxy and augment FileCatalyst