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Home / Articles / Technology

NebulaCB: Enterprise Couchbase Mission Control That Saves the Day

Open-source upgrades, XDCR validation, Kubernetes operator integration, and local AI with Ollama

April 12, 2026Technology8 min read
NebulaCB: Enterprise Couchbase Mission Control That Saves the Day
DatabaseKubernetesDevOps

NebulaCB (nebulacb.org) is the open-source Couchbase migration and upgrade mission-control platform from github.com/balinderwalia/nebulacb. The cmd/nebulacb binary loads config.json, can auto-manage kubectl port-forward sessions when a kubeconfig is present, connects clusters through a shared Couchbase client pool, and composes Storm (load), XDCR, validation, Helm-driven upgrades, multi-cluster monitoring (polls about every two seconds), backups, failover, migration, multi-region helpers, optional Docker and AI analyzers, then serves WebSocket + REST from one process.

Architecture diagrams (from upstream sources)

NebulaCB core modules: API, Storm, XDCR, Validator, Orchestrator, Monitor, and Couchbase clusters

NebulaCB React UI: Cockpit, Dashboard, Ask AI, RCA, Knowledge, and related tabs

NebulaCB end-to-end topology: server, dashboard, CLI, k3s Couchbase clusters, XDCR

Enterprise benefits

  • Rolling upgrades with control: Helm-based orchestration with pause, resume, abort, rollback, CouchbaseCluster CR image patching, and node-by-node progress.
  • XDCR visibility: Bidirectional replication monitoring, pipeline controls, lag and topology insight, and GOXDCR delay awareness.
  • Data integrity proof: Document-count timelines, SHA-256 hash sampling, sequence-gap detection, and full audits on demand.
  • Production-like testing: Storm load generator with configurable rates, bursts, and hot keys; latency percentiles for drill confidence.
  • Resilience and lifecycle: Auto-failover configuration, backup and restore with retention, and migration with post-run validation.
  • AI: Ask AI and structured RCA with Ollama on-premises or other providers via configuration.

Automation surface: bin/nebulacb-cli mirrors the dashboard for load, upgrades, XDCR, audits, chaos drills, and reports over /api/v1. For step-by-step narratives, CLI tables, and API notes, read the Workstation documentation blog: NebulaCB enterprise guide.

Key Industry Statistics

85%

Adoption Rate

$2.3B

Market Size

45%

Growth Rate

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Latest Trends 2024

  • AI-Powered Automation: 300% increase in adoption
  • Cloud-Native Solutions: 85% of enterprises migrating
  • Zero-Trust Security: $45B market by 2025
  • Edge Computing: 50% reduction in latency
  • MLOps Adoption: 200% growth year-over-year

Industry Insights

Market Opportunity

Global market expected to reach $500B by 2025, growing at 35% CAGR

Talent Demand

500K+ job openings for AI/DevOps engineers in 2024

Compliance

GDPR, SOC 2, and ISO 27001 certification becoming standard

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