Observability Programmability with DQL, API, and Functions

What observability programmability helps you solve

Turn a repeatable investigation or operating rule into a reusable workflow

When a standard screen cannot express a specialised query, integration, inspection, or response, DQL, OpenAPI, and DataFlux Func provide controlled extension points around Guance data and workflows.

01DQL queriesReuse filtering, grouping, aggregation, and functions across supported data categories.
02Functions and APIsConnect data, scheduled logic, notifications, reports, and external systems.
03Shared context tagsKeep service, environment, version, team, and owner identity consistent across workflows.

Use DQL when one investigation crosses logs, metrics, traces, and events

Build reusable queries across supported metrics, logs, traces, objects, events, and user-experience data. Filtering, grouping, aggregation, and functions let teams move proven analysis logic into dashboards, monitors, scripts, and repeatable reviews.

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Use DQL when one investigation crosses logs, metrics, traces, and events

Use DataFlux Func and OpenAPI to connect approved operating actions

Create functions and integrations for data synchronisation, inspections, alert enrichment, reporting, and workflow automation. Use scoped credentials, explicit inputs, error handling, and human review where an action can change production systems.

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Treat tags as the contract that keeps every extension connected

Standardise service, host, environment, version, business line, and owner tags so queries, alerts, dashboards, functions, and external systems refer to the same entities. Govern cardinality and naming before automation depends on them.

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Treat tags as the contract that keeps every extension connected

Frequently asked questions

Which capabilities make Guance programmable?

Guance provides DQL for querying supported observability data, OpenAPI for programmatic integration, DataFlux Func for function-based workflows, and tags for preserving shared context across those extensions.

What can teams do with DQL?

DQL supports filtering, grouping, aggregation, and functions across documented data categories. Teams can reuse queries in dashboards, monitors, analysis workflows, and approved automation.

Where does DataFlux Func fit?

DataFlux Func is suited to custom data processing, scheduled inspections, alert enrichment, reporting, external-system integration, and other workflows that require code around Guance data or APIs.

Extend observability with queries, APIs, and functions

Turn a repeatable investigation or operating rule into a reusable workflow

Which capabilities make Guance programmable?

What can teams do with DQL?

Where does DataFlux Func fit?