This roadmap tracks release-oriented improvements for KnowledgeOps Agent. Items may change as the project receives usage feedback and operational evidence.
The v1.1.0 cycle is focused on making the platform easier to deploy, observe, and extend in production-like environments.
| Area | Item | Outcome |
|---|---|---|
| Security | OIDC/SAML SSO integration design | Enterprise identity integration path is documented and ready for implementation |
| Retrieval | Pluggable reranker interface | Teams can compare rerankers without rewriting the RAG pipeline |
| Observability | Grafana dashboard bundle | Operators get ready-made dashboards for API latency, ingestion, retrieval, and errors |
| Deployment | Helm chart and Kubernetes guide | Users can move from Docker Compose to Kubernetes with clear defaults |
| Agents | MCP tool bridge exploration | External tools can be connected through a standard agent-tool integration path |
- Automated alert remediation scripts.
- Larger multi-hop and hallucination evaluation sets.
- Deployment evidence reports with screenshots and capacity notes.
- More frontend console workflows for ingestion, audit, and cost governance.