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Problems

Problems

Analyze abnormal system behavior and performance problems detected by Davis AI.

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This is the problem details overview, showing the affected infrastructure, the root cause detected by Davis AI, and contextual information like logs and traces. The chart shows a violation event with data coming from Grail.Feed of active and resolved problems, detected and analyzed by Davis causal AI. Operations, DevOps, and SREs use filters to focus on their most urgent incidences.All contextually relevant logs are surfaced for faster Mean Time to Repair (MTTR). Users can directly run a query showing the last 100 warning logs.This is a problems dashboard for Operations, showing active problems, average Mean Time to Repair (MTTR), the problem timeline, and the blast radius. Operations can directly drill down for more insights using the “Open with” function.This is a workflow for automated remediation set up in Workflows. A problem identified by Davis AI automatically triggers corrective action.
  • Product information
  • Release notes

Overview

Problems provides AI-assisted problem analysis optimized for DevOps, Operations, and SREs. When a large-scale incident occurs, Davis AI identifies the root cause, pinpoints all relevant details, and visually reproduces the incident in charts, highlighting the affected deployment.

Use the problem feed to get a quick overview of all detected problems in your environment. Focus your attention by utilizing advanced filtering to identify the most urgent, active problems.

Davis AI automatically connects all relevant log lines, seamlessly surfacing incident logs. Users also get full visibility into complex, microservices-based architectures through the integration of relevant trace data.

These comprehensive end-to-end insights enable users to swiftly address code-level issues, ensuring the rapid resolution of critical incidents.

Use cases

  • DevOps analyzing abnormal and unhealthy system and software behavior.

  • SREs are alerted for incidences likely to violate their SLOs and review the impact and root cause to make immediate remediation decisions.

  • Operations triaging detected incidences, reviewing root cause and contextually relevant logs for remediation.

Get started

The app has an integrated onboarding flow, which helps you make yourself familiar with key functionalities.

  • Open the Problems app to review all the active problems within the problems feed.

  • Use the filters and the timeframe selection to review the history of detected problems.

  • Use multi-select to drill into the details of problems.

  • Review the highlighted root-cause of problems.

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Full version history

ReleaseDate

Full version history

1.10.0

Minor Changes

  • 1f0e68e: Introduce affected frontends, services, infrastructure, and synthetic monitors tiles.
  • 6f147e2: Introduce drilldown actions in the problem details.
  • 75ef66c: Introduce event grouping in the problem details.

Patch Changes

  • f7782c7: Enable zebra separation for tables.
  • 5bed357: Fixed handling of escape characters in the filter field.
  • 217e2c9: Improved error description when notification update fails.
  • 2bc7ea3: Fixed timezone for problem feed data fetching.
  • db5258d: Fixed problems table crashes on timeframe change.

Full version history

1.9.2

Patch Changes

  • 6d3b7b6: Fixed invalid filter app state causing app crash.

1.9.1

Patch Changes

  • 7f2c456: Fixed empty state to handle problems without events.

1.9.0

Minor Changes

  • 864bcc9: Improve Kubernetes subtrees on deployment graph.
  • 04d45bc: Introduce view-problems-add-on intent.

Patch Changes

  • 47f58bb: Adapted timeframes for fetching logs in problem details.
  • f1c30be: Fixed filter expression key escaping.
  • 7283c73: Fixed logs tab empty state visible while still loading.

Full version history

1.9.1

Patch Changes

  • 7f2c456: Fixed empty state to handle problems without events.

1.9.0

Minor Changes

  • 864bcc9: Improve Kubernetes subtrees on deployment graph.
  • 04d45bc: Introduce view-problems-add-on intent.

Patch Changes

  • 47f58bb: Adapted timeframes for fetching logs in problem details.
  • f1c30be: Fixed filter expression key escaping.
  • 7283c73: Fixed logs tab empty state visible while still loading.

Full version history

1.9.0

Minor Changes

  • 864bcc9: Improve Kubernetes subtrees on deployment graph.
  • 04d45bc: Introduce view-problems-add-on intent.

Patch Changes

  • 47f58bb: Adapted timeframes for fetching logs in problem details.
  • f1c30be: Fixed filter expression key escaping.
  • 7283c73: Fixed logs tab empty state visible while still loading.

Full version history

1.8.2

Minor Changes

  • f69a960: Add new log section in event details for deployment and events tab.
  • 6a4b5fd: Support relative markdown URLs in events card description.
  • 419fd56: Introduce time shift for timeframe selector.

Patch Changes

  • 046f6f9: Disable link detection in problems table and entity selector.
  • 96ce8da: Fix timeseries chart rendering for sparse data.
  • 548b3eb: Prevent app crash if invalid filter is provided.
  • b63709e: Fix stuck loading state in problem details in rare cases.
  • fc814b8: Fix relative timeframe in problem queries.

Full version history

1.7.3

Patch Changes

  • 2a33641: Fix value suggestions for filtering on numbers.
  • f3ccb9c: Fix invalid empty filter for logs card.
  • c740168: Fix saved filter not updating segment selector.

Full version history

1.7.1

Minor Changes

  • a8126f0: Introduce Problem fields extraction setting in the Settings app for streamlined filtering and notifications.
  • edfdd44: Support custom problem fields in problems feed (based on problem fields extraction setting).
  • 4e88799: Allow custom filter keys in filter bar (based on problem fields extraction setting).
  • 355e612: Added new suggested filters like Entity tags and Alerting profiles.
  • 4dd389f: Introduce column actions for resizing, reordering, hiding and line-wrap.
  • a38ffaf: Support spaces in filter keys.
  • e3aa7d7: Group suggestions in filter field.
  • f54f9fa: Introduce search functionality for event details.
  • 4e75374: Introduce line limit with expanded text for event descriptions.

Patch Changes

  • 15ee300: Fix suggestion of invalid 'in' filters for numerical fields.
  • ff0aea9: Fix suggestion in the filter field after applying quick filters.
  • 4a860c4: Fix notify button reset when setting unsupported filters.
  • 48f2004: Fix segment configuration change not triggering filter update.

Full version history

1.6.0

Minor Changes

  • 5a6ddfc: Introduce deployment view tab in problem details.

Full version history

1.5.2

Minor Changes

  • 167bb17: Support logical operators and grouping in filter bar.
  • 3c423c8: Introduce saved filters and one-click notifications.

Patch Changes

  • 8b091e1: Fix filter conversion to check for missing value.
  • 43189ba: Fix value suggestion for inclusion operator.
  • 4463c54: Fix types of suggestions depending on cursor position.
  • b28c4e6: Fix "empty result" message being displayed instead of loading spinner.

Full version history

1.4.3

Patch Changes

  • 1e2947c: Fix missing user state permissions causing app crashes.
  • 7e7d210: Fix logs ingest configuration link in logs tab.

1.4.2

Minor Changes

  • 6c9631a: Show active problem count in launcher sidebar.
  • d0c0658: Add new filter bar operators (in/not in).
  • 7fa68f2: Set problem timeframe for intents.
  • d2d0367: Show entity type icon and display name in entity details.

Patch Changes

  • 822b031: Fix issue where some active problems did not show matching logs.
  • 31a4c47: Fix issue that causes app crashes when typing quickly into the filter bar.
  • 1c9abc4: Fix failing log query for point-in-time events.
  • 59e67f1: Fix error handling issue that potentially causes app crashes.
  • 71f2a7e: Fix table sorting issue that potentially causes app crashes.
  • 2f5c0e3: Improve wrapping and overflow behavior for event header.
  • ec26498: Improve filter bar value escaping.

Full version history

1.3.1

Minor Changes

  • 63bd910: Introduce new logs view for problem details.
  • 2bb1c10: Show root-cause-badge in event details.

Patch Changes

  • 4523bcd: Fix chart error that can potentially cause app crashes.
  • f3fdbc5: Fix filter validation for wildcards.
  • 06be70a: Validate filter categories.
  • 4e5767b: Improve scroll behavior of details view.

Full version history

1.2.0

Minor Changes

  • a2efe77: Improve select state for affected entity rows.
  • 6c4ead6: Add update button to the filter bar, applying the visible filter like pressing Enter
  • 7670a83: Add catch-all route with "not-found"-page.
  • e8500b0: Add CSV export for problems feed.
  • 4799fcb: Improve event list visualization and querying.
  • 45c05d3: Add copy and copy raw buttons for properties in the event list.
  • aa288ad: Add intent button for entity and settings properties in the event list.

Patch Changes

  • 84f01de: Fix intent redirects to replace browser history.
  • 181a916: Fix auto-pausing refresh on details.
  • b17c374: Increase problem details query timeframe stability.
  • 5b18424: Fix line break for long problem names.

Full version history

1.1.0

Minor Changes

  • 7cb4322: Adapt queries to use new Grail problems view.
  • c9bad7b: Include Problem ID in details URL for easy sharing.

Patch Changes

  • 8beb04f: Relax filter bar validation to allow parentheses in filter values.
  • 032c5c0: Fix jumping quick filter animation on expanding sidebar.
  • 6dca132: Fix problem detail layout widths for long text contents.
  • 2a62fee: Unify category icon mapping.

Full version history

1.0.0

Major Changes

  • Initial release.
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