Grafana plugins

Build production observability stacks with Prometheus, Grafana, OpenTelemetry, and DataDog; define SLIs, SLOs, and error budgets; run SRE incident response and blameless postmortems; diagnose performance bottlenecks; implement distributed tracing for microservices to maintain reliability.

Run a local stdio MCP server to programmatically access and query Grafana dashboards, panels, datasources, metrics, logs, and alerts directly from your IDE or tools, without needing to configure secrets.

Accelerate production Go development with 42 AI skills that guide idiomatic patterns, dependency injection (wire/do/fx/dig), concurrency, performance profiling, robust testing (testify), CI/CD pipelines (GitHub Actions), security audits, database access (sqlx/pgx), APIs (gRPC/GraphQL/OpenAPI), CLI tools (Cobra/Viper), and observability (slog/Prometheus/OTel).

Manage Qdrant vector databases end-to-end: optimize search speed, relevance, and resource usage; scale clusters for growing workloads; deploy via Docker, local, or cloud; monitor with Prometheus and Grafana; migrate embedding models and upgrade versions without downtime; integrate SDKs in Python, JS/TS, Rust, Go, .NET, and Java.

Deploy full Home Assistant smart home platforms on Ubuntu servers via Docker Compose, configure Lovelace dashboards, automations, energy monitoring, cameras, sensors, and local LLM voice assistants with Ollama; manage entities, troubleshoot issues, audit security, and optimize via natural language commands, YAML generation, and agentic workflows.

Architect end-to-end IoT systems from embedded firmware development and protocol selection (MQTT, CoAP) to edge computing on Docker/Kubernetes, device security with TLS/secure boot, time-series data pipelines using ClickHouse/Prometheus/Grafana, cloud integrations with AWS IoT Core/Azure IoT Hub/GCP, and digital twin modeling.

Scaffold Grafana v12.x plugin projects (panels, data sources, apps, backends) with @grafana/create-plugin and Docker hot-reload dev environments. Develop full lifecycle using React/Go/TypeScript SDKs: build, test, sign, publish. Query Prometheus/Loki billing metrics (active series, ingestion, storage, cardinality, costs) via Grafana API.

Automate enterprise team workflows across full-stack and multi-cloud environments: provision infrastructure with Terraform and Kubernetes, build CI/CD pipelines via GitHub Actions, enforce code quality and run test suites with Playwright/Vitest, generate OpenAPI docs and Mermaid diagrams, monitor performance with Prometheus/Grafana, and deploy to AWS/Azure/GCP.

Run structured product discovery workflows: brainstorm ideas from PM/designer/engineer perspectives, build opportunity solution trees, prioritize features/assumptions with ICE/RICE/risk matrices, design low-cost experiments, generate user interview scripts/summaries per Mom Test/JTBD, and spec metrics dashboards with Markdown outputs.

Configure, authenticate, and operate the grafana-assistant CLI in Docker and Bash environments to query Grafana instances and run ops investigations through the Grafana Assistant API.

Deploy and configure Grafana MCP server via Docker, binary, or Helm to expose 50+ API tools for AI-assisted creation, management, and troubleshooting of dashboards, datasources, alerting rules, and incidents in Grafana 9.0+.

Act as expert vmkteam Go developer handling full SDLC for API services: scaffold projects with PostgreSQL repos and zenrpc, decompose and resolve YouTrack tasks end-to-end, perform multi-persona GitLab MR code reviews, automate CI/CD deploys to Nomad, monitor Prometheus/Sentry/Grafana/Loki metrics/logs/errors, investigate production incidents, generate RPC clients, and run Playwright browser automation.

Syncs Claude Code/Codex dev environments across projects: auto-installs LSPs for detected languages (Go/Python/Rust/TS/Java), configures MCP servers (Feishu/Grafana/context7), hooks/scripts, status bars (tmux/iTerm2/TUI), GitLab MR templates, and skills. Runs on session start for consistent setups.