Guides: How to get started with Google Cloud's Observability
Documentation, real-world examples, use cases, and other resources to build with Google Cloud's Observability.
Documentation and architecture
Logging
- Which should you use: Logging agent or client library?
- Write and query log entries using a Python script
- Ops Agent overview: Collect logs from applications on VMs
- Install the Ops Agent on a single VM
- Managing GKE logs
- Viewing GKE logs
- How logs are routed and stored
- Logs Explorer deep dive —for troubleshooting
- Log Analytics, powered by BigQuery —for advanced analytics
- Log-based metrics overview
- Cloud Audit Logs overview
Monitoring
- Install the Ops Agent for Compute Engine VMs
- Installing and managing the Ops Agent using third-party automation tools
- Managed Service for Prometheus overview
- PromQL in Cloud Monitoring
- Introduction to alerting
- Managing notification channels
- Creating uptime checks
- Create user-defined metrics with OpenCensus
Trace
Quickstarts and tutorials
Logging
- Quickstarts
- Cloud Logging Tour and Introduction Quickstart
- Install the Ops Agent With Terraform
- Logging Quickstart (Node.js)
- View syslog logs collected from an Apache Web Server installed on a VM
- Tutorials
- Fundamentals of Cloud Logging
- Cloud Logging on GKE
- Log Analytics on Google Cloud
- Creating and Alerting on Logs-based Metrics
- Debugging apps on GKE
Monitoring
Blogs, videos, and podcasts
Logging
- Blogs
- Log Analytics in Cloud Logging is now GA
- Top 10 reasons to get started with Log Analytics today
- Gleaning security insights from audit logs with Log Analytics
- Moving to Log Analytics for BigQuery export users
- Log-based Metrics in Action
- Cloud Logging pricing for Cloud Admins: How to approach it & save cost
- Videos
- Getting started with Cloud Logging
- Uncovering insights with Log Analytics powered by BigQuery in Cloud Operations
- Regionalizing your logs with Google Cloud
- Podcasts
- A conversation about Log Analytics
Monitoring
- Blogs
- Kubernetes control plane metrics in GKE
- Cloud Monitoring further embraces open source by adding PromQL
- Monitor VM instances with Prometheus and Ops Agent
- Snooze your alert policies in Cloud Monitoring
- How The Home Depot gets a single pane of glass for metrics across 2,200 stores
- Videos
- Create alerts from your logs in Google Cloud
- Managed Service for Prometheus deep dive
- Best practices for Cloud Monitoring
- Installing the Ops Agent to troubleshoot third-party applications
- Podcasts
- A Managed Service for Prometheus conversation with The Home Depot
Trace
- Blogs
- Enabling SRE best practices: new contextual traces in Cloud Logging
- Service Mesh: Working with external services - Metrics and Traces
- 3 best practices to reduce application downtime with Google Cloud’s API monitoring tools
- Videos
- Distributed tracing with OpenTelemetry and Cloud Trace
- Analyzing distributed traces to find performance bottlenecks
- Distributed tracing for web applications
- Accelerate your digital transformation
- Whether your business is early in its journey or well on its way to digital transformation, Google Cloud can help solve your toughest challenges.
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- Integration Services
- Management Tools
- Maps and Geospatial
- Media Services
- Migration
- Mixed Reality
- Networking
- Operations
- Productivity and Collaboration
- Security and Identity
- Serverless
- Storage
- Web3
- Featured Products
- Not seeing what you're looking for?
- See all products (100+)
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- See all AI and machine learning products
- Business Intelligence
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- See all compute products
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- See all developer tools
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- Industry Specific
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- See all management tools
- Media Services
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- See all networking products
- Productivity and Collaboration
- Not seeing what you're looking for?
- See all security and identity products
- Save money with our transparent approach to pricing
- Google Cloud's pay-as-you-go pricing offers automatic savings based on monthly usage and discounted rates for prepaid resources. Contact us today to get a quote.
- Pricing overview and tools
- Product-specific Pricing
- Learn & build
- Connect
- Accelerate your digital transformation
- Learn more
- Key benefits
- Why Google Cloud
- AI and ML
- Multicloud
- Global infrastructure
- Data Cloud
- Modern Infrastructure Cloud
- Security
- Productivity and collaboration
- Reports and insights
- Executive insights
- Analyst reports
- Whitepapers
- Customer stories
- Industry Solutions
- Retail
- Consumer Packaged Goods
- Financial Services
- Healthcare and Life Sciences
- Media and Entertainment
- Telecommunications
- Games
- Manufacturing
- Supply Chain and Logistics
- Government
- Education
- See all industry solutions
- See all solutions
- Application Modernization
- CAMP
- Modernize Traditional Applications
- Migrate from PaaS: Cloud Foundry, Openshift
- Migrate from Mainframe
- Modernize Software Delivery
- DevOps Best Practices
- SRE Principles
- Platform Engineering
- Run Applications at the Edge
- Architect for Multicloud
- Go Serverless
- Artificial Intelligence
- Customer Engagement Suite with Google AI
- Document AI
- Vertex AI Search for commerce
- Google Cloud with Gemini
- Generative AI on Google Cloud
- APIs and Applications
- New Business Channels Using APIs
- Unlocking Legacy Applications Using APIs
- Open Banking APIx
- Data Analytics
- Data Migration
- Data Lakehouse
- Real-time Analytics
- Marketing Analytics
- Datasets
- Business Intelligence
- AI for Data Analytics
- Geospatial Analytics
- Databases
- Database Migration
- Database Modernization
- Databases for Games
- Google Cloud Databases
- Migrate Oracle workloads to Google Cloud
- Open Source Databases
- SQL Server on Google Cloud
- Gemini for Databases
- Infrastructure Modernization
- Application Migration
- SAP on Google Cloud
- High Performance Computing
- Windows on Google Cloud
- Data Center Migration
- Active Assist
- Virtual Desktops
- Rapid Migration and Modernization Program
- Backup and Disaster Recovery
- Red Hat on Google Cloud
- Cross-Cloud Network
- Observability
- Productivity and Collaboration
- Google Workspace
- Google Workspace Essentials
- Cloud Identity
- Chrome Enterprise
- Security
- Agentic SOC
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- Security and Resilience Framework
- Risk and compliance as code (RCaC)
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- Security Foundation
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- Featured Products
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- Translation AI
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- Business Intelligence
- Looker
- Looker Studio
- Compute
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- Deep Learning Containers
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- BigQuery
- Looker
- Dataflow
- Pub/Sub
- Dataproc
- Google Cloud Serverless for Apache Spark
- Cloud Composer
- BigLake
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- BigQuery Migration Services
- Managed Service for Apache Kafka
- See all data analytics products
- Databases
- AlloyDB for PostgreSQL
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- Bare Metal Solution
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- Cloud Deployment Manager
- Cloud SDK
- Cloud Scheduler
- Cloud Source Repositories
- Infrastructure Manager
- Cloud Workstations
- Gemini Code Assist
- See all developer tools
- Distributed Cloud
- Google Distributed Cloud Connected
- Google Distributed Cloud Air-gapped
- Hybrid and Multicloud
- Google Kubernetes Engine
- Apigee API Management
- Migrate to Containers
- Cloud Build
- Observability
- Cloud Service Mesh
- Google Distributed Cloud
- Industry Specific
- Anti Money Laundering AI
- Cloud Healthcare API
- Device Connect for Fitbit
- Telecom Network Automation
- Telecom Data Fabric
- Telecom Subscriber Insights
- Spectrum Access System (SAS)
- Integration Services
- Application Integration
- Workflows
- Apigee API Management
- Cloud Tasks
- Cloud Scheduler
- Dataproc
- Cloud Data Fusion
- Cloud Composer
- Pub/Sub
- Eventarc
- Management Tools
- Cloud Shell
- Cloud console
- Cloud Endpoints
- Cloud IAM
- Cloud APIs
- Service Catalog
- Cost Management
- Observability
- Carbon Footprint
- Config Connector
- Active Assist
- See all management tools
- Maps and Geospatial
- Earth Engine
- Google Maps Platform
- Media Services
- Cloud CDN
- Live Stream API
- OpenCue
- Transcoder API
- Video Stitcher API
- Migration
- Migration Center
- Application Migration
- Migrate to Virtual Machines
- Cloud Foundation Toolkit
- Database Migration Service
- Migrate to Containers
- BigQuery Migration Services
- Rapid Migration and Modernization Program
- Transfer Appliance
- Storage Transfer Service
- VMware Engine
- Mixed Reality
- Immersive Stream for XR
- Networking
- Cloud Armor
- Cloud CDN and Media CDN
- Cloud DNS
- Cloud Load Balancing
- Cloud NAT
- Cloud Connectivity
- Network Connectivity Center
- Network Intelligence Center
- Network Service Tiers
- Virtual Private Cloud
- Private Service Connect
- See all networking products
- Operations
- Cloud Logging
- Cloud Monitoring
- Error Reporting
- Managed Service for Prometheus
- Cloud Trace
- Cloud Profiler
- Cloud Quotas
- Productivity and Collaboration
- AppSheet
- Google Agentspace
- Google Workspace
- Google Workspace Essentials
- Cloud Identity
- Chrome Enterprise
- Security and Identity
- Cloud IAM
- Sensitive Data Protection
- Mandiant Managed Defense
- Google Threat Intelligence
- Security Command Center
- Cloud Key Management
- Mandiant Incident Response
- Chrome Enterprise Premium
- Assured Workloads
- Google Security Operations
- Mandiant Consulting
- See all security and identity products
- Serverless
- Cloud Run
- Cloud Functions
- App Engine
- Workflows
- API Gateway
- Storage
- Cloud Storage
- Block Storage
- Filestore
- Persistent Disk
- Cloud Storage for Firebase
- Local SSD
- Storage Transfer Service
- Google Cloud Managed Lustre
- Google Cloud NetApp Volumes
- Backup and DR Service
- Web3
- Blockchain Node Engine
- Blockchain RPC
- Save money with our transparent approach to pricing
- Request a quote
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