Reduce Fly.io demo costs by 50% through optimization

- Scale down VM from performance-4x to performance-2x (4→2 vCPUs, 8GB→4GB RAM)
- Disable high-frequency metric batches: Prometheus (5min), Netdata (10min), Netdata_httpcheck (10min)
- Keep 10 lower-frequency demo batches running for good feature coverage
- Expected cost reduction: ~€150/month → ~€75/month

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>

Author: andrewm4894

fly.toml

@@ -53,11 +53,11 @@ primary_region = "ord"  # Chicago - you can change this to your preferred region
   destination = "/data"
   source = "anomstack_data"
 
-# VM configuration - Performance-optimized for responsive demo
+# VM configuration - Cost-optimized for demo (disabled high-frequency jobs)
 [[vm]]
-  memory = "8192"  # 8GB RAM needed for consolidated Dagster + dashboard + daemon
-  cpu_kind = "performance"  # Dedicated performance CPUs for better responsiveness  
-  cpus = 4  # 4 performance vCPUs for handling multiple services
+  memory = "4096"  # 4GB RAM for consolidated Dagster + dashboard + daemon
+  cpu_kind = "performance"  # Dedicated performance CPUs for better responsiveness
+  cpus = 2  # 2 performance vCPUs (scaled down after disabling Prometheus/Netdata)
 
 # Auto-scaling
 [scaling]

profiles/demo.env

@@ -19,22 +19,22 @@ ANOMSTACK_MODEL_PATH=local:///data/models
 # https://docs.dagster.io/deployment/run-monitoring#general-run-timeouts
 ANOMSTACK_MAX_RUNTIME_SECONDS_TAG=900
 
-# Enable Netdata
-ANOMSTACK__NETDATA__INGEST_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__NETDATA__TRAIN_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__NETDATA__SCORE_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__NETDATA__ALERT_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__NETDATA__CHANGE_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__NETDATA__DELETE_DEFAULT_SCHEDULE_STATUS=RUNNING
+# Disable Netdata (high-frequency, CPU intensive)
+ANOMSTACK__NETDATA__INGEST_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__NETDATA__TRAIN_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__NETDATA__SCORE_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__NETDATA__ALERT_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__NETDATA__CHANGE_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__NETDATA__DELETE_DEFAULT_SCHEDULE_STATUS=STOPPED
 ANOMSTACK__NETDATA__LLMALERT_DEFAULT_SCHEDULE_STATUS=STOPPED
 
-# Enable Netdata Httpcheck
-ANOMSTACK__NETDATA_HTTPCHECK__INGEST_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__NETDATA_HTTPCHECK__TRAIN_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__NETDATA_HTTPCHECK__SCORE_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__NETDATA_HTTPCHECK__ALERT_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__NETDATA_HTTPCHECK__CHANGE_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__NETDATA_HTTPCHECK__DELETE_DEFAULT_SCHEDULE_STATUS=RUNNING
+# Disable Netdata Httpcheck (high-frequency, CPU intensive)
+ANOMSTACK__NETDATA_HTTPCHECK__INGEST_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__NETDATA_HTTPCHECK__TRAIN_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__NETDATA_HTTPCHECK__SCORE_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__NETDATA_HTTPCHECK__ALERT_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__NETDATA_HTTPCHECK__CHANGE_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__NETDATA_HTTPCHECK__DELETE_DEFAULT_SCHEDULE_STATUS=STOPPED
 ANOMSTACK__NETDATA_HTTPCHECK__LLMALERT_DEFAULT_SCHEDULE_STATUS=STOPPED
 
 # Enable Github
@@ -112,13 +112,13 @@ ANOMSTACK__POSTHOG__CHANGE_DEFAULT_SCHEDULE_STATUS=RUNNING
 ANOMSTACK__POSTHOG__DELETE_DEFAULT_SCHEDULE_STATUS=RUNNING
 ANOMSTACK__POSTHOG__LLMALERT_DEFAULT_SCHEDULE_STATUS=STOPPED
 
-# Enable Prometheus
-ANOMSTACK__PROMETHEUS__INGEST_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__PROMETHEUS__TRAIN_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__PROMETHEUS__SCORE_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__PROMETHEUS__ALERT_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__PROMETHEUS__CHANGE_DEFAULT_SCHEDULE_STATUS=RUNNING
-ANOMSTACK__PROMETHEUS__DELETE_DEFAULT_SCHEDULE_STATUS=RUNNING
+# Disable Prometheus (very high-frequency, CPU intensive - ingests every 5min)
+ANOMSTACK__PROMETHEUS__INGEST_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__PROMETHEUS__TRAIN_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__PROMETHEUS__SCORE_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__PROMETHEUS__ALERT_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__PROMETHEUS__CHANGE_DEFAULT_SCHEDULE_STATUS=STOPPED
+ANOMSTACK__PROMETHEUS__DELETE_DEFAULT_SCHEDULE_STATUS=STOPPED
 ANOMSTACK__PROMETHEUS__LLMALERT_DEFAULT_SCHEDULE_STATUS=STOPPED
 
 # Enable earthquake