chore(kubernetes): support unbounded max replicas and enhance local setup
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923f89f
- Allow ANTIATROPOS_MAX_REPLICAS to be empty or 'unbounded' for no scale-up limit
- Adjust scaling logic to handle unbounded max replicas correctly
- Update .env.example with local defaults and new Prometheus queries
- Simplify start-grafana.ps1 for local Grafana setup without AWS credentials
- Add kind cluster config with max pods set to 250 for local testing
- Enhance local-laptop.yaml with prometheus metrics exposition and python http server
- Update LOCAL_LAPTOP_FASTAPI_GUIDE.md to document unbounded max replicas and setup changes
Add reward handling and normalization features to environment
- Introduced raw and normalized reward attributes in ClusterObservation and AntiAtroposEnvironment.
- Implemented reward normalization logic in stability module.
- Updated observability metrics to track raw and normalized rewards.
- Added tests for reward normalization and environment reward behavior.
feat: Add observability setup guide and integrate Prometheus and Grafana
- Introduced OBSERVABILITY_SETUP.md for comprehensive observability setup instructions.
- Added docker-compose configuration for Prometheus and Grafana.
- Created Grafana dashboards for AntiAtropos live control plane and Kubernetes overview.
- Updated README.md to reflect Kubernetes integration and observability features.
- Implemented Prometheus metrics endpoint in the AntiAtropos server.
- Enhanced Kubernetes integration with explicit workload mapping and telemetry label mapping.
- Added tests for Kubernetes integration and Prometheus adapter functionality.
