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Problems

Problems

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

App
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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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By Dynatrace
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Full version history

ReleaseDate

Full version history

1.15.1

Minor Changes

  • 225e489: Add drilldown action to analyze slowdowns.

Full version history

1.14.1

Minor Changes

  • 18c4dcd: Improve email notifications to trigger once the analysis is complete.
  • e8c7a09: Replace properties table pagination with continuous scrolling.
  • 60fb1d0: Introduce "Send Problem" feature (via email, Jira, Slack, ...) to details view.

Patch Changes

  • 8524caf: Fixed icon for problem category "Monitoring unavailable".
  • 183ddde: Fixed affected entities count by using impact level in overview info tiles.
  • 47cddda: Fixed case insensitivity in quick filters.
  • 009600d: Hide Alerting profiles problem field for new tenants.
  • 9f3f626: Modified "What's New" link to open release information in a modal window.
  • e482e99: Fixed positioning of cell actions in properties table.
  • 2b846c0: By default, hide the SLO info tile behind a feature flag for all tenants.

Full version history

1.13.2

Patch Changes

  • d5755a5: Fixed app crashing when deleted segments are referenced in default filter.

1.13.1

Patch Changes

  • 999ed91: Fixed entity filter for "View traces" drilldown.

1.13.0

Minor Changes

  • c8bb5b8: Introduce "matches phrase" operators for filter bar.
  • 387acae: Introduce "Impact" filter.
  • 8bc2b06: Change filter bar "in" operator to be case-insensitive.
  • 15b63bf: Add drilldown actions for the smartscape app in Problem details intents.
  • d4c2c37: Align empty state messages and visualizations for a consistent experience.
  • bbc3836: Show info tile titles also in case of errors.
  • c76b34e: Announce data refresh for screen readers.

Patch Changes

  • d2e652f: Fixed the timeframe for the "View related logs" drilldown actions for active problems.
  • 3b50afd: Fixed "View Events" drilldown action inadvertently shown even when "Events"-tab is already open.
  • 5861de1: Fixed drilldown action not suggesting notebooks and dashboards intents for further analysis.
  • c0c5f49: Improved missing permission notifications.
  • f85035a: Improved intent button to allow opening in a new tab or window.
  • 9543ad9: Simplified and repositioned the root cause badge.
  • ffa7694: Fixed affected users and sessions shown for point-in-time problem.
  • 80123f6: Adapted column action order in the problem table for a consistent experience.
  • 894407a: Fixed segment selector in filter bar to immediately show any errors when loading a saved filter.
  • d79e4a4: Fixed load errors caused by empty problem filters.
  • 2e76a65: Fixed width of the default filter and save filter buttons to take up their container width.
  • 380363b: Enriched the problem intent payload with the event id.
  • 397cae9: Fixed relative link detection in event description markdown text.
  • d3a0bdc: Aligned Problem fields row actions to be consistent with other apps.
  • 0d7a788: Fixed filters for log queries to lookup related process groups for service entities.
  • 5ad2840: Fixed DQL field name and value escaping for applied filters and notifications.

Full version history

1.13.1

Patch Changes

  • 999ed91: Fixed entity filter for "View traces" drilldown.

1.13.0

Minor Changes

  • c8bb5b8: Introduce "matches phrase" operators for filter bar.
  • 387acae: Introduce "Impact" filter.
  • 8bc2b06: Change filter bar "in" operator to be case-insensitive.
  • 15b63bf: Add drilldown actions for the smartscape app in Problem details intents.
  • d4c2c37: Align empty state messages and visualizations for a consistent experience.
  • bbc3836: Show info tile titles also in case of errors.
  • c76b34e: Announce data refresh for screen readers.

Patch Changes

  • d2e652f: Fixed the timeframe for the "View related logs" drilldown actions for active problems.
  • 3b50afd: Fixed "View Events" drilldown action inadvertently shown even when "Events"-tab is already open.
  • 5861de1: Fixed drilldown action not suggesting notebooks and dashboards intents for further analysis.
  • c0c5f49: Improved missing permission notifications.
  • f85035a: Improved intent button to allow opening in a new tab or window.
  • 9543ad9: Simplified and repositioned the root cause badge.
  • ffa7694: Fixed affected users and sessions shown for point-in-time problem.
  • 80123f6: Adapted column action order in the problem table for a consistent experience.
  • 894407a: Fixed segment selector in filter bar to immediately show any errors when loading a saved filter.
  • d79e4a4: Fixed load errors caused by empty problem filters.
  • 2e76a65: Fixed width of the default filter and save filter buttons to take up their container width.
  • 380363b: Enriched the problem intent payload with the event id.
  • 397cae9: Fixed relative link detection in event description markdown text.
  • d3a0bdc: Aligned Problem fields row actions to be consistent with other apps.
  • 0d7a788: Fixed filters for log queries to lookup related process groups for service entities.
  • 5ad2840: Fixed DQL field name and value escaping for applied filters and notifications.

Full version history

1.13.0

Minor Changes

  • c8bb5b8: Introduce "matches phrase" operators for filter bar.
  • 387acae: Introduce "Impact" filter.
  • 8bc2b06: Change filter bar "in" operator to be case-insensitive.
  • 15b63bf: Add drilldown actions for the smartscape app in Problem details intents.
  • d4c2c37: Align empty state messages and visualizations for a consistent experience.
  • bbc3836: Show info tile titles also in case of errors.
  • c76b34e: Announce data refresh for screen readers.

Patch Changes

  • d2e652f: Fixed the timeframe for the "View related logs" drilldown actions for active problems.
  • 3b50afd: Fixed "View Events" drilldown action inadvertently shown even when "Events"-tab is already open.
  • 5861de1: Fixed drilldown action not suggesting notebooks and dashboards intents for further analysis.
  • c0c5f49: Improved missing permission notifications.
  • f85035a: Improved intent button to allow opening in a new tab or window.
  • 9543ad9: Simplified and repositioned the root cause badge.
  • ffa7694: Fixed affected users and sessions shown for point-in-time problem.
  • 80123f6: Adapted column action order in the problem table for a consistent experience.
  • 894407a: Fixed segment selector in filter bar to immediately show any errors when loading a saved filter.
  • d79e4a4: Fixed load errors caused by empty problem filters.
  • 2e76a65: Fixed width of the default filter and save filter buttons to take up their container width.
  • 380363b: Enriched the problem intent payload with the event id.
  • 397cae9: Fixed relative link detection in event description markdown text.
  • d3a0bdc: Aligned Problem fields row actions to be consistent with other apps.
  • 0d7a788: Fixed filters for log queries to lookup related process groups for service entities.
  • 5ad2840: Fixed DQL field name and value escaping for applied filters and notifications.

Full version history

1.12.0

Minor Changes

  • 7b69989: Support smartscape entity display names.
  • 1147908: Announce problem count and empty state for screen readers.
  • b49a170: Visually group the default filter and save filter buttons.
  • 18dcd5f: Add drilldown actions to property table in problem details.

Patch Changes

  • 13214a6: Improved handling in case of missing permissions.
  • 4e944fc: Improved the empty state message to provide clearer guidance when no results are found.
  • 8669fd5: Fixed problem filter submission of invalid values.
  • ca3c490: Fixed problem filter validation messages not being shown.
  • 62cee9b: Fixed drilldown action to the Services app.
  • ca1c09a: Fixed "View traces" drilldown action.
  • 51a6753: Corrected vertical alignment of owner column in problem fields settings table.
  • 114cf60: Fixed accessibility issues in the problem details.

Full version history

1.11.1

Patch Changes

  • ce4f94c: Fixed view process intent.

1.11.0

Minor Changes

  • a187bf7: Introduce troubleshooting feature.
  • ecf2d9b: Show the category label "Resource contention" in the problems table instead of "Resources shortage" to be consistent.
  • 79c0ebf: Show a "View Events" menu action in the events tile to switch to the events tab if there are any events.
  • 58964af: Use responsive layout for entity header.
  • cb0face: Preselect Kubernetes workload entity instead of pod in deployment graph.

Patch Changes

  • 752674a: Fixed escaping of special characters in the filter field key suggestions.
  • 22d65bf: Properly set the loading state of info tiles in the problem details header.
  • 6b454d9: Handled missing problem start times in the problems table.
  • 99e28eb: Fixed showing the loading state instead of the empty state in the event details.
  • 0026d20: Fixed showing tooltips for truncated info tile headers.

Full version history

1.11.0

Minor Changes

  • a187bf7: Introduce troubleshooting feature.
  • ecf2d9b: Show the category label "Resource contention" in the problems table instead of "Resources shortage" to be consistent.
  • 79c0ebf: Show a "View Events" menu action in the events tile to switch to the events tab if there are any events.
  • 58964af: Use responsive layout for entity header.
  • cb0face: Preselect Kubernetes workload entity instead of pod in deployment graph.

Patch Changes

  • 752674a: Fixed escaping of special characters in the filter field key suggestions.
  • 22d65bf: Properly set the loading state of info tiles in the problem details header.
  • 6b454d9: Handled missing problem start times in the problems table.
  • 99e28eb: Fixed showing the loading state instead of the empty state in the event details.
  • 0026d20: Fixed showing tooltips for truncated info tile headers.

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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