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observability-manage-slos

manage SLOs in Elastic Observability

Published by Elastic Updated Jul 12
Covers Observability Monitoring Elastic Kibana

Description

Create and manage SLOs in Elastic Observability using the Kibana API. Use when defining SLIs, setting error budgets, or managing SLO lifecycle.

SKILL.md

Service-Level Objectives (SLOs)

Create and manage SLOs in Elastic Observability. SLOs track service performance against measurable targets using service-level indicators (SLIs) computed from Elasticsearch data.

Authentication

SLO operations go through the Kibana API. Authenticate with either an API key or basic auth:

# API key
curl -H "Authorization: ApiKey <base64-encoded-key>" -H "kbn-xsrf: true" <KIBANA_URL>/api/observability/slos

# Basic auth
curl -u "$KIBANA_USER:$KIBANA_PASSWORD" -H "kbn-xsrf: true" <KIBANA_URL>/api/observability/slos

For non-default spaces, prefix the path: /s/<space_id>/api/observability/slos.

Include kbn-xsrf: true on all POST, PUT, and DELETE requests.

SLI Types

TypeAPI valueUse case
Custom KQLsli.kql.customRaw logs — good/total using KQL queries
Custom metricsli.metric.customMetric fields — equations with aggregations
Timeslice metricsli.metric.timesliceMetric fields — per-slice threshold check
Histogram metricsli.histogram.customHistogram fields — range/value_count
APM latencysli.apm.transactionDurationAPM — latency threshold
APM availabilitysli.apm.transactionErrorRateAPM — success rate
Synthetics availabilitysli.synthetics.availabilitySynthetics monitors — uptime percentage

Guidelines

  • objective.target is a decimal between 0 and 1 (for example 0.995 for 99.5%).
  • Timeslice metric indicators require budgetingMethod: "timeslices".
  • Updating an SLO resets the underlying transform — historical data is recomputed.
  • The cluster needs nodes with both transform and ingest roles.
  • Use POST .../slos/{id}/_reset when an SLO is stuck or after index mapping changes.
  • Group-by SLOs create one instance per unique value — avoid high-cardinality fields.
  • Synthetics SLOs are auto-grouped by monitor and location; do not set groupBy manually.
  • Burn rate alert rules are not auto-created using the API — set them up separately.

Additional references

For official documentation, refer to the following resources:

SLO documentation

Kibana SLO API

Troubleshooting and access

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