Mage Pro Observability, Monitoring, and Alerting
TLDR
Monitor pipeline and block metrics, inspect logs and runtime diagnostics, and see when streaming pipelines need attention in Mage Pro.
Mage Pro delivers deep observability across every layer of your data pipelines. From forensic-level logging to real-time performance metrics, you gain full visibility into what’s happening now, what happened before, and what’s about to break—before it does.
Build custom monitoring dashboards that blend technical signals with business KPIs. Log every execution detail down to the millisecond. Set up intelligent alerts that cut through noise and escalate issues across Slack, Teams, PagerDuty, email, and more.
Whether you’re debugging in development or watching for failures in production, Mage Pro makes sure you never miss a signal that matters.
Monitor streaming pipeline health
Mage Pro surfaces streaming health so teams can see when long-running streaming pipelines need attention. Use those health signals alongside log-source filters, log layout controls, and runtime diagnostics to investigate streaming workloads without treating them like scheduled batch runs.
How it works
Monitor aggregate metrics across all pipelines and blocks, enabling high-level observability for enterprise-scale operations.
Real-time pipeline and block metrics:
Track success/failure rates, execution times, CPU/memory usage, and data validation results for each pipeline and block.
Structured logging with full context:
Every pipeline run generates detailed logs including timestamps, package versions, OS, infra tags, Git commits, and parameter overrides.
Custom dashboards:
Use Mage Pro’s dual dashboards (workspace-level and per-pipeline) to visualize metrics with configurable charts and data sources.
Precision alerts:
Create conditional alert rules with thresholds and routing logic. Send alerts to the right team, at the right time, via the right channel.
Why it matters
Observability is your first line of defense against silent data failures and pipeline drift. Mage Pro’s monitoring system provides:
- Actionable metrics for performance optimization
- Transparent audits for compliance and debugging
- Fast feedback loops through real-time alerts
- Custom views for both engineers and stakeholders
No more guessing what broke or when. With Mage Pro, you know—instantly.
Learn more
Read the monitoring documentation
Configure pipeline alerts in Slack
Build customizable monitoring dashboards
