Cb Analytics Query
|
Couchbase Mobile
Design and build mobile, edge, and offline-first applications with Couchbase Lite, Sync Gateway, and Capella App Services. Use whenever the user asks about Couchbase Lite, Sync Gateway, App Services, offline-first, mobile sync, data replication to mobile, Couchbase Lite database, replicator, push/pull replication, sync function, channel access, user authentication in mobile, conflict resolution i…
Couchbase Fts
Design, build, and tune Couchbase Full Text Search (FTS) and vector search indexes. Use whenever the user asks about FTS indexes, Search service, text search, full-text search, fuzzy search, phrase search, wildcard search, regex search, geo search, geo-distance, geo-bounding-box, facets, scoring, boosting, analyzers, tokenizers, custom analyzers, language analyzers, type mappings, dynamic mapping…
Couchbase Migration Execution
Execute data migrations into Couchbase from MongoDB, PostgreSQL, MySQL, Oracle, SQL Server, DynamoDB, Cassandra, files, or custom sources. Use whenever the user asks about migrating, migration strategy, dual-write, change data capture / CDC, Debezium, AWS DMS, big-bang vs phased migration, strangler-fig, cutover, rollback, cbimport, cbexport, cbtransfer, validation after migration, count parity,…
Cb Analytics Mcp Setup
|
Couchbase Data Modeling
Design document models, choose document boundaries, and pick access patterns for Couchbase. Use whenever the user asks about document model, schema design, key design, document shape, embed vs reference, denormalization, scope vs collection vs bucket, modeling for query / index / FTS / vector search, time-series in Couchbase, TTL strategies, anti-patterns, migrating from SQL / MongoDB / DynamoDB…
Cb Analytics Security
|
Cb Analytics Capella
|
Cb Analytics Admin
|
Couchbase Mcp
Operate Couchbase clusters and Capella v4 through an MCP server. Primary target is celticht32/MCP-Couchbase (167 tools) for full data-plane AND cluster admin; also covers the official Couchbase-Ecosystem/mcp-server-couchbase (narrower, data-plane-only, community-maintained, enterprise-supported via AI Data Plane license) and when to pick which. Use whenever the user mentions Couchbase, buckets, s…
Couchbase Kubernetes
Deploy and operate Couchbase on Kubernetes using the Couchbase Autonomous Operator (CAO). Use whenever the user asks about Couchbase Autonomous Operator, CAO, CouchbaseCluster CRD, Couchbase on Kubernetes, Couchbase on EKS, Couchbase on GKE, Couchbase on AKS, Couchbase on OpenShift, Helm chart for Couchbase, CouchbaseBucket CRD, CouchbaseUser CRD, CouchbaseBackup CRD, CouchbaseReplicationRepresen…
Couchbase Observability
Monitor, alert on, and observe Couchbase clusters in production. Use whenever the user asks about Couchbase metrics, Prometheus, Grafana, alerting, alert thresholds, memory high watermark, disk usage, replication lag, query latency, index build progress, DCP lag, ops/sec, cache miss ratio, Couchbase Exporter, admin_stats_* tools, log aggregation, SIEM shipping, health checks, or 'how do I know if…
Couchbase Backup Restore
Plan and execute Couchbase backup and restore operations. Use whenever the user asks about backup, restore, cbbackupmgr, backup repository, backup archive, full backup, incremental backup, differential backup, backup schedule, retention policy, backup verification, Capella managed backup, backup to S3, backup to filesystem, restoring a bucket, restoring specific documents, admin_backup_* tools, o…
Cb Analytics Cluster
|
Couchbase Upgrade
Plan and execute Couchbase Server version upgrades, including rolling upgrades and the specific considerations for upgrading to 8.0. Use whenever the user asks about upgrading Couchbase, rolling upgrade, upgrade path, upgrade from 7.x to 8.0, upgrade checklist, cluster compatibility version, Magma storage engine default change in 8.0, 128 vBucket change in 8.0, EE features required for 8.0 defaul…
Couchbase Transactions
Design and implement Couchbase distributed ACID transactions across multiple documents. Use whenever the user asks about transactions, multi-document atomicity, ACID, transaction library, TransactionAttemptContext, commit, rollback, transaction retry, Active Transaction Records (ATRs), transaction expiry, transaction lost write, transaction conflict, transaction performance, cb_transaction_run, o…
Couchbase Performance Tuning
Diagnose and tune cluster-level performance problems in Couchbase. Use whenever the user asks about slow KV operations, high latency, low throughput, DCP backpressure, connection limits, thread pool tuning, compaction impact on performance, autocompaction settings, KV engine tuning, vBucket distribution, rebalance performance, disk I/O bottlenecks, CPU saturation on Couchbase nodes, network throu…
Cb Analytics Links
|
Couchbase Coding Standards
Apply coding standards and a style guide for writing production application code against Couchbase, combining general software-engineering best practices (naming, functions, error handling, testing, docstrings, version control, code review, secrets hygiene) with Couchbase-specific conventions (SDK idioms, document-key naming, exception and retry handling, durability, parameterized SQL++, connecti…
Couchbase App Integration
Build application code that integrates with Couchbase. Use whenever the user asks about Couchbase SDKs (Python, Java, Node.js, .NET, Go, C, Ruby, PHP, Scala, Kotlin), connection strings, connection pooling, async vs sync clients, retry strategies, timeout patterns, circuit breakers, durability levels, scan consistency, bulk / batch operations, application-side transactions, the transactions libra…
Couchbase Eventing
Design, deploy, and troubleshoot Couchbase Eventing functions. Use whenever the user asks about Eventing, eventing functions, JavaScript functions on document mutations, source bucket, metadata bucket, source keyspace, metadata keyspace, OnUpdate, OnDelete, cron triggers, curl() in eventing, N1QL in eventing, eventing deployment state (deployed / undeployed / paused), eventing worker count, DCP f…
Couchbase Sqlpp Tuning
Diagnose and tune slow Couchbase SQL++ / N1QL queries. Use whenever the user asks about query performance, slow queries, EXPLAIN plans, why an index isn't being used, IntersectScan, PrimaryScan, covering indexes, partial indexes, array indexes (ANY / EVERY / UNNEST), index selection, query hints, the cost-based optimizer, the Index Advisor (ADVISE), system:completed_requests, query profiling (ker…
Couchbase Columnar
Design and use Couchbase Capella Analytics (formerly Capella Columnar), the standalone columnar analytics database service on Capella. Use whenever the user asks about Capella Analytics, Capella Columnar, columnar analytics, an Analytics instance, Capella Analytics vs the operational Analytics Service, Analytics collections, links to operational data, Analytics SQL++, pricing, when to use standal…
Couchbase Capella
Provision, configure, and manage Couchbase Capella deployments. Use whenever the user asks about Capella cluster setup, Capella free tier, Capella trial, creating a Capella cluster, Capella pricing tiers, Capella compute tiers, database credentials, Capella allowed CIDRs, Capella VPC peering, Capella AWS PrivateLink, Azure Private Endpoint, Capella App Services setup, Capella networking, Capella…
Couchbase Sizing
Size Couchbase clusters, plan capacity, and pick the right Capella tier. Use whenever the user asks about sizing, capacity planning, RAM quota, working set, replicas, node count, scale up vs scale out, how much memory / disk / network is needed, Capella tier selection, GSI / FTS / vector index memory, eventing memory budget, or 'will this fit.' Triggers on numerical planning questions distinct fr…
Couchbase Security Hardening
Harden and audit Couchbase security posture for production deployments. Use whenever the user asks about TLS configuration, mTLS, certificate management, LDAP integration, SAML, PAM authentication, audit logging, audit log configuration, network isolation, firewall rules for Couchbase, RBAC design, least-privilege, password policy, account lockout (8.x), encryption at rest (DARE), KMIP key manage…
MCP Couchbase
A Python MCP (Model Context Protocol) server exposing the full Couchbase data-plane and admin REST API as tools for AI assistants like Claude.
Couchbase Ai Applications
Design and build AI-powered applications on Couchbase, including RAG pipelines, vector search architecture, embedding strategies, and AI agent data patterns. Use whenever the user asks about RAG, retrieval-augmented generation, vector search for AI, Hyperscale Vector Index (HVI), Composite Vector Index (CVI), Search Vector Index (SVI), embedding pipelines, semantic search, AI agent memory, ground…
Cb Analytics Schema
|
Couchbase Xdcr
Design and operate Couchbase XDCR (Cross-Datacenter Replication). Use whenever the user asks about XDCR, cross-datacenter replication, multi-region replication, active-active replication, active-passive replication, XDCR topology, XDCR references, XDCR replications, XDCR filtering, conflict resolution, last-write-wins, custom conflict resolution, XDCR conflict logging (8.x), admin_xdcr_* tools, r…
Couchbase Magma
Understand and tune the Magma storage engine in Couchbase. Use whenever the user asks about Magma, Magma storage engine, Couchbase storage backend, couchstore vs Magma, 128 vBuckets vs 1024 vBuckets, Magma compaction, Magma memory requirements, Magma disk layout, storage engine selection, when to use Magma vs couchstore, storageBackend bucket setting, numVBuckets bucket setting, or 'which storage…