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Troubleshooting agent

Agent Trust

  • Agent Monitors Overview
  • Trace and Conversation Structure
  • Agent Evaluation Monitors
  • Agent Metric Monitors
  • Agent Trajectory Monitors
  • Agent Validation Monitors
  • Pre-Prod Agent Monitors
  • Snowflake Intelligence (Cortex Agents)
  • Databricks agents
    • Agent Bricks and custom agents
    • AI/BI Genie
  • Agent Monitors
    • Agent Metric Monitor
    • Agent Evaluation Monitor
    • Agent Trajectory Monitor
    • Agent Validation Monitor

Agentic Operations

  • Operations agent
  • Troubleshooting agent
  • Triage agent
  • Tuning agent
  • Cost agent
  • PR agent
  • PII agent

MCP

  • MCP Server
    • Reference & operations
  • Agent Toolkit
    • MC Prevent

Data Trust

  • Monitors
    • Table
      • Freshness
      • Volume
      • Schema Change
      • JSON Schema Monitors
    • Metrics
      • Metric Monitors
        • Available Metrics
        • Custom Metrics
        • Segmentation
        • Backfill History
      • Comparison Monitors
    • Validations
      • Validation Monitors
        • Available Conditions
      • Custom SQL
        • Templates
      • Freshness Rules
      • Volume Rules
      • Exception Management
    • Job
      • Query Performance
    • Additional Resources
      • Monitor logs
      • Reducing noise from monitors
      • Partition filtering for monitors
      • Failure notifications
      • Monitor tags
  • Alerts
    • Interacting with Alerts
    • Marking Alerts as Incidents
    • Alert Statuses
  • Dashboards
    • Data operations
    • Data quality
    • Table health
    • Activity
    • Custom dashboards
  • Assets
    • Using Assets
    • Muting
    • Asset tags
    • Field Lineage
    • Data Profiler
  • Troubleshooting & investigation
    • Metric investigation
    • Pull requests
    • Root Cause Analysis (RCA) Insights
  • Data Products
  • Anomaly Detection
    • Tuning thresholds
      • Exclusion Windows
      • Managing Holidays
  • User Profile
    • Weekly Data Reliability Summary Email
  • Performance
  • Data exports
  • Settings
    • Notifications
    • Authorization
      • Managing Users
      • Managing Authorization Groups
      • Managing Roles
      • Custom Role Recipes
      • Policies and Permission Resolution
      • Debugging Authorization
      • Data Authorization
    • Single Sign On (SSO)
      • Map SSO Groups to Authorization Groups
      • FAQs and Troubleshooting
    • SCIM
      • SCIM Provision with Okta
      • SCIM Provision with Microsoft Entra ID
    • Billing
    • Service Level Objectives (SLOs)

Integrations

  • Data Warehouses
    • Snowflake
    • BigQuery
    • Redshift
      • Redshift Datashares
    • Salesforce Data Cloud
    • Azure Synapse (public preview)
    • Microsoft Fabric (public preview)
    • Teradata
    • MotherDuck (public preview)
    • Dremio (public preview)
    • Starburst (public preview)
    • ClickHouse (public preview)
    • Adding Additional Warehouses
  • Databricks
    • Troubleshooting & FAQ: Databricks
    • End of life for Notebook-based Metadata Collection on Databricks
    • Databricks Workflows
    • Databricks Query History Access change
  • Data Lakes
    • Metastores
      • Glue
      • Hive Metastore
    • Query Engines
      • Athena
      • Presto
      • Hive SQL
      • Spark
      • Presto, Hive, & EMR: Query Logs
    • Troubleshooting & FAQ: Data Lakes
    • Appendix: Data Lakes
      • Creating IAM Roles
      • Auto-generating IAM Policy Documents
      • Creating event notifications
      • Adding Additional Connections
      • Metastore + Query Engine Functionality Matrix
  • Transactional Databases
    • SQL Server
    • Postgres
    • Azure SQL Database
    • Oracle DB
    • MySQL
    • SAP HANA
    • Salesforce CRM (public preview)
    • Db2 (public preview)
  • Vector Databases
    • Pinecone (public preview)
  • Object Storage: S3, GCS and ABS
    • Snowflake External Tables
    • Redshift External Tables
    • Glue External Tables
    • Azure Synapse (Dedicated SQL Pool) External Tables
    • BigQuery External Tables
    • Databricks External Tables
  • BI Tools
    • Looker
      • Troubleshooting and FAQs: Looker
    • Mode BI
    • Periscope/Sisense (public preview)
    • Power BI
      • Power BI - Credential Creation Process
      • Troubleshooting and FAQs: Power BI
    • Sigma
    • Tableau - Connected Apps version, recommended
      • Troubleshooting and FAQs: Tableau
      • Tableau - PAT version, CLI-only initial setup
      • Troubleshooting and FAQs: Tableau (PAT version, CLI-only)
    • Hex
  • Orchestration & Transformation
    • Airflow
      • Airflow in Lineage
      • Airflow Alerts and Task Observability
      • Airflow DAG and Task Lineage
    • dbt Integration
      • dbt Cloud
      • dbt Core
      • dbt Failures As Monte Carlo Alerts
    • Fivetran Integration
      • Troubleshooting and FAQ: Fivetran
    • Kafka (public preview)
      • Confluent Cloud (public preview)
      • Self-Hosted Kafka (public preview)
      • MSK (public preview)
    • Prefect
    • Circuit breakers
      • Using providers
    • Azure Data Factory
      • Additional Support for ADF in Lineage
  • Code Repositories
    • GitHub
      • GitHub Enterprise Server (GHES) Integration
    • GitLab (public preview)
    • Azure DevOps (Public Preview)
  • Notifications & Collaboration
    • Azure DevOps Work Items (Public Preview)
    • Datadog
    • FireHydrant
    • Google Chat
    • Incident.io
    • Jira
    • Microsoft Teams
    • [Legacy version] Microsoft Teams
    • Opsgenie
    • PagerDuty
    • ServiceNow
    • Slack
    • Webex
    • Webhooks
  • Catalogs
    • Alation
    • Atlan
    • Collibra (public preview)
    • data.world
    • Secoda
    • Select Star
  • Custom Warehouse, Database, and Lake Integrations (Public Preview)
    • Push Ingest API
      • Example: IOMETE
    • Custom Connectors
      • Validating with Monitors
      • Example: CockroachDB
      • Example: Oracle DB v11
      • Example: Microsoft Fabric
  • Data Collection: Details per Integration
  • Data Asset Validators
  • Updating an Integration

Developer Tools

  • Overview
  • Monitors as Code
    • Setting Up Monitors as Code
    • Table Monitors
      • Table Monitor
      • JSON Schema Monitor
    • Metric Monitors
      • Metric Monitor
      • Comparison Monitor
      • Bulk Monitor
    • Validation Monitors
      • Validation Monitor
      • Custom SQL Monitor
    • Job Monitors
      • Query Performance Monitor
    • Deprecated Monitors
      • Freshness (deprecated)
      • Volume (deprecated)
      • Field Health (deprecated)
      • Field Quality (deprecated)
      • Comparison (deprecated)
    • CI/CD Integration
    • Generating MC monitors from dbt tests
    • Notifications as Code
  • API
    • API Authentication
    • API Explorer
    • API Example Use Cases
      • General
      • Integrations
      • Lineage
      • Monitors
    • Troubleshooting and FAQs: API
  • CLI
    • Secret management with the CLI
  • SDK
  • SQL Notebooks (public preview)
    • MC Bridge (public preview)
    • Validation Notebook Generation (public preview)

Platform

  • Overview
  • Deployments
    • AWS: Data Store Deployment
    • AWS: Agent Deployment
    • Azure: Data Store Deployment
    • Azure: Agent Deployment
    • GCP: Data Store Deployment
    • GCP: Agent Deployment
    • Generic Agent Deployment (Public Preview)
      • Generic Agent: Docker Compose Deployment
      • Generic Agent: Kubernetes Deployment
      • Generic Agent: AWS EKS Deployment
      • Generic Agent: Azure AKS Deployment
      • Generic Agent: GCP GKE Deployment
      • Generic Agent: Secrets Management
      • Generic Agent: Proxies and Traffic Inspection
      • Agent Service AWS PrivateLink
      • Agent Service Azure Private Link
      • Generic Agent: On-Premises Private Connectivity
  • Network Connectivity
    • AWS PrivateLink
      • AWS Endpoint Services
    • Azure Private Link
  • Data Collector
    • Upgrading the Collector
  • Additional Resources
    • Agent Management
    • Rotating Keys
    • Integration Specific Deployments
      • Snowflake Native App
    • Platform Migrations
      • Migrating from a Remote Data Collector
    • Self Hosted Credentials with the Agent (public preview)
      • Connection Auth Rules (Private Preview)
    • Agent with OpenTelemetry Collector
      • AWS: CloudFormation Deployment
      • AWS: Terraform Deployment
      • AWS: Databricks Configuration
      • AWS: Athena Configuration
      • AWS: Snowflake Configuration
      • GCP: Terraform Deployment
      • GCP: BigQuery Configuration
    • Open Telemetry Data Store
      • AWS: CloudFormation Deployment
      • AWS: Terraform Deployment
    • Agent Observability Data Platform
      • Agent Observability Platform: Prerequisites
      • Agent Observability Platform: Installation
      • Agent Observability Platform: Connect to Monte Carlo
      • Agent Observability Platform: Configuration Reference
      • Agent Observability Platform: Self-Managed Helm Install
      • Agent Observability Platform: Troubleshooting & FAQ
  • Advanced Usage
    • PII Filtering
    • Audit Logging
    • Network Access Control
    • Configuring Data Sampling
    • Session Configuration

Security & Compliance

  • Overview
    • Common Security Evaluation Questions
      • Access Management
      • Data Protection and Encryption
  • Security
    • Infrastructure Security
    • Application Security
    • AI Security & Governance
      • LLM Training & Observability
    • Vulnerability Disclosure Policy
  • Compliance
  • Privacy
    • Subprocessors
    • Information Monte Carlo Collects
      • Data Sampling
    • Customer Support AI Use at Monte Carlo
  • Hosting & Architecture Options
    • Regional Hosting
      • EU Regional Hosting
      • EU Regional Hosting - Technical Specs
    • Dedicated Instance
      • Dedicated Instance - Disaster Recovery
  • AI Agents - AI Features & Technical Info
    • AI Agents - Architecture & Data Handling
    • AI Agents - Technical Specs
    • Monte Carlo MCP Server Technical Overview

Resources

  • Credit Consumption & Chargebacks
    • Chargebacks
      • Consumption of Monte Carlo credits
      • Consumption of warehouse resources
  • Integration & Feature Lifecycles
  • Getting Support with Monte Carlo
  • Monte Carlo at a Glance
  • ๐Ÿ“ Monte Carlo 101 Certification
  • Access Troubleshooting

๐Ÿง‘โ€๐ŸŽ“ Monte Carlo University

  • Getting Started | MC University
  • Detect
    • ๐Ÿง‘โ€๐ŸŽ“ Assets
    • ๐Ÿง‘โ€๐ŸŽ“ Lineage
    • ๐Ÿง‘โ€๐ŸŽ“ Freshness Monitor
    • ๐Ÿง‘โ€๐ŸŽ“ Volume Monitor
    • ๐Ÿง‘โ€๐ŸŽ“ Schema Monitor
    • ๐Ÿง‘โ€๐ŸŽ“ Metric Monitor
    • ๐Ÿง‘โ€๐ŸŽ“ SQL Monitors
    • ๐Ÿง‘โ€๐ŸŽ“ Comparison Rules
    • ๐Ÿง‘โ€๐ŸŽ“ Monitors as Code
    • ๐Ÿง‘โ€๐ŸŽ“ Validation Monitor
    • ๐Ÿง‘โ€๐ŸŽ“ JSON Schema Monitor
    • ๐Ÿง‘โ€๐ŸŽ“ Query Performance Monitor
    • ๐Ÿง‘โ€๐ŸŽ“ Monitoring Agent
    • ๐Ÿง‘โ€๐ŸŽ“ Data Products
    • ๐Ÿง‘โ€๐ŸŽ“ Data Profiler
    • ๐Ÿง‘โ€๐ŸŽ“ Warehouse Navigation
  • Triage
    • ๐Ÿง‘โ€๐ŸŽ“ Key Assets
    • ๐Ÿง‘โ€๐ŸŽ“ Domains
    • ๐Ÿง‘โ€๐ŸŽ“ Alert Feed
    • ๐Ÿง‘โ€๐ŸŽ“ Incident Management Overview
    • ๐Ÿง‘โ€๐ŸŽ“ Status Updates
    • ๐Ÿง‘โ€๐ŸŽ“ Integrating Airflow
    • ๐Ÿง‘โ€๐ŸŽ“ Notifications as Code
    • ๐Ÿง‘โ€๐ŸŽ“ Triaging Notifications
  • Resolve
    • ๐Ÿง‘โ€๐ŸŽ“ Circuit Breakers
    • ๐Ÿง‘โ€๐ŸŽ“ Monte Carlo Python SDK
    • ๐Ÿง‘โ€๐ŸŽ“ Resolving Notifications
    • ๐Ÿง‘โ€๐ŸŽ“ Usage Management
    • ๐Ÿง‘โ€๐ŸŽ“ Performance
    • ๐Ÿง‘โ€๐ŸŽ“ Exclusion Windows
    • ๐Ÿง‘โ€๐ŸŽ“ Monitor Templates
  • Measure
    • ๐Ÿง‘โ€๐ŸŽ“ Monitor Tags & Dimensions
    • ๐Ÿง‘โ€๐ŸŽ“ Data Quality Dashboard
    • ๐Ÿง‘โ€๐ŸŽ“ Data Operations Dashboard
    • ๐Ÿง‘โ€๐ŸŽ“ Table Health Dashboard
    • ๐Ÿง‘โ€๐ŸŽ“ Monte Carlo API
  • Settings
    • ๐Ÿง‘โ€๐ŸŽ“ SSO, User Groups and Permissions
    • ๐Ÿง‘โ€๐ŸŽ“ Billing Page
    • ๐Ÿง‘โ€๐ŸŽ“ User Profiles and Email Digest
  • Monte Carlo Mastery Series
    • ๐Ÿง‘โ€๐ŸŽ“ How To Avoid Alert Fatigue & Manage Incidents Effectively
    • ๐Ÿง‘โ€๐ŸŽ“ Creating an Alert Strategy that Guarantees Action
    • ๐Ÿง‘โ€๐ŸŽ“ Creating a Proactive Monitoring Strategy with Monte Carlo
    • ๐Ÿง‘โ€๐ŸŽ“ How to Scale Data Quality with Data Observability + Data Testing
    • ๐Ÿง‘โ€๐ŸŽ“ Setting Up Your Monitoring Strategy for Maximum Impact
    • ๐Ÿง‘โ€๐ŸŽ“ How to Optimize Cost, Stakeholder Experience and Data Trust with Performance
    • ๐Ÿง‘โ€๐ŸŽ“ Optimize Data Quality for Key Assets with Data Products
    • ๐Ÿง‘โ€๐ŸŽ“ How to Roll Out Data Observability to Your Organization

Troubleshooting agent

    • Agent context
    • Agent investigations & hypotheses
    • Accessing the Troubleshooting Agent
      • In the Monte Carlo UI
      • Via the Agent Toolkit (MCP)
    • Agent instructions
    • Preview caveats
    • Security & data privacy
    • Feedback