LaunchDarkly
for LuumenAI

Read flag state and approval history, then copy flag configs with approval

Connect LaunchDarkly and the agent can answer flag questions from the terminal: what a given context will evaluate to, which release pipelines a project uses, what holdouts are running, and where an approval request stands. When a change is needed, it drafts the write, shows you the plan, and waits for your approval before touching an environment. Authentication is by API key.

The LaunchDarkly toolbox

248 tools: 128 read, 120 write. Reads answer instantly. Writes require approval by default. Everything is logged.

  • ReadCreate Migration Safety IssuesCheck migration safety issues for a feature flag patch.
  • ReadEvaluate Context InstanceEvaluate flags for a context instance to determine expected flag variations.
  • ReadGenerate Trust Policy for Data ExportGenerate an AWS trust policy for Data Export destinations.
  • ReadGet All HoldoutsRetrieve all holdouts for a specific project and environment.
  • ReadGet All Integration ConfigurationsRetrieve all integration configurations for a specific integration key.
  • ReadGet All Release PipelinesRetrieve all release pipelines for a project.
  • ReadGet All WebhooksRetrieve all webhooks configured in the LaunchDarkly account.
  • ReadGet Announcements PublicRetrieve public announcements from LaunchDarkly.
  • ReadGet ApplicationsRetrieve a list of applications in LaunchDarkly.
  • ReadGet Application VersionsRetrieve all versions for a specific application in LaunchDarkly.
  • ReadGet Approval for FlagGet a single approval request for a feature flag in LaunchDarkly.
  • ReadGet Approval RequestGet a specific approval request by ID from LaunchDarkly.
  • ReadGet Approval RequestsRetrieve all approval requests from LaunchDarkly.
  • ReadGet Approval Request SettingsRetrieve approval request settings for a project.
  • ReadGet Approvals for FlagRetrieve all approval requests for a specific feature flag in an environment.
  • ReadGet Audit Log EntriesGet a list of all audit log entries.
  • ReadGet Audit Log EntryRetrieve a single audit log entry by ID.
  • ReadGet Big Segment ExportRetrieve a specific big segment export by its ID.
  • ReadGet Big Segment ImportRetrieve the status and details of a big segment import by its ID.
  • ReadGet Big Segment Store IntegrationRetrieve a specific persistent store integration for big segments by its ID.
  • ReadGet Big Segment Store IntegrationsRetrieve all persistent store integrations for big segments.
  • ReadGet BranchRetrieve branch information from a LaunchDarkly code reference repository.
  • ReadGet Caller IdentityRetrieve basic information about the identity used to authenticate API calls.
  • ReadGet Context Attribute NamesRetrieve context attribute names for a project and environment.
  • ReadGet Context Attribute ValuesRetrieve unique values for a specific context attribute within a project environment.
  • ReadGet Context InstancesGet context instances for a specific context ID within a project and environment.
  • ReadGet Context Kinds By Project KeyRetrieve all context kinds for a given project.
  • ReadGet ContextsRetrieve context instances from a LaunchDarkly environment by kind and key.
  • ReadGet Contexts Clientside UsageGet a detailed time series of context key usages observed by LaunchDarkly in your account, including non-primary context kinds.
  • ReadGet Contexts Serverside UsageGet detailed time series of context key usages observed by LaunchDarkly in your account, including non-primary context kinds.
  • ReadGet Contexts Total UsageGet a detailed time series of the number of context key usages observed by LaunchDarkly in your account, including non-primary context kinds.
  • ReadGet Context Instance Segments Membership By EnvironmentGet segment membership details for a given context instance with attributes.
  • ReadGet Custom RoleRetrieve a single custom role by key or ID.
  • ReadGet Custom RolesRetrieve a list of all custom roles.
  • ReadGet Custom WorkflowRetrieve details of a specific custom workflow by ID.
  • ReadGet Data Export Events UsageRetrieve a time series array showing the number of data export events from your account.
  • ReadGet Dependent FlagsList dependent feature flags for a specific flag.
  • ReadGet Dependent Flags By EnvironmentList dependent flags across all environments for a specified flag.
  • ReadGet Data Export DestinationRetrieve a specific Data Export destination by ID.
  • ReadGet Data Export DestinationsRetrieve all Data Export destinations configured across all projects and environments.
  • ReadGet EnvironmentRetrieve a specific environment by project key and environment key.
  • ReadGet EnvironmentsRetrieve a list of all environments within a project.
  • ReadGet Evaluations UsageGet time-series arrays of flag evaluation counts, broken down by variation.
  • ReadGet Events UsageGet time-series arrays of flag evaluation events.
  • ReadGet ExperimentRetrieve a specific experiment by project key, environment key, and experiment key.
  • ReadGet Experimentation Events UsageRetrieve a time series array showing the number of experimentation events from your account.
  • ReadGet Experimentation Keys UsageGet a time series showing the number of experimentation keys from your account.
  • ReadGet Experimentation SettingsRetrieve experimentation settings for a project.
  • ReadGet ExperimentsRetrieve experiments from a project and environment.
  • ReadGet Expiring Context TargetsRetrieve context targets scheduled for removal from a feature flag.
  • ReadGet Expiring Targets For SegmentRetrieve context targets scheduled for removal from a segment.
  • ReadGet ExtinctionsGet a list of all extinctions.
  • ReadGet Feature FlagRetrieve a specific feature flag by project key and flag key.
  • ReadGet Feature FlagsRetrieve a list of all feature flags in a project.
  • ReadGet Feature Flag Scheduled ChangeRetrieve a specific scheduled change for a feature flag.
  • ReadGet Feature Flag StatusRetrieve the status of a feature flag.
  • ReadGet Feature Flag Status Across EnvironmentsRetrieve the status of a feature flag across all environments in a project.
  • ReadGet Feature Flag StatusesRetrieve status information for all feature flags in a project environment.
  • ReadGet Flag Scheduled ChangesRetrieve scheduled changes for a feature flag.
  • ReadGet Flag Defaults by ProjectRetrieve flag defaults for a specific project.
  • ReadGet Flag FollowersRetrieve followers of a flag in a project and environment.
  • ReadGet Flag Import ConfigurationRetrieve a single flag import configuration by project key, integration key, and integration ID.
  • ReadGet Flag Import ConfigurationsList all flag import configurations.
  • ReadGet Flag LinksRetrieve all flag links for a specific feature flag.
  • ReadGet Followers By Project and EnvironmentRetrieve followers of all flags in a given project and environment.
  • ReadGet HoldoutRetrieve a specific holdout experiment by project key, environment key, and holdout key.
  • ReadGet Integration ConfigurationRetrieve a specific integration configuration by ID.
  • ReadGet Integration Delivery Configuration by EnvironmentGet delivery configurations by environment for feature store integrations.
  • ReadGet IPsRetrieve the list of IP ranges used by the LaunchDarkly service.
  • ReadGet LayersRetrieve layers for a project.
  • ReadGet MAU Clientside UsageGet a time series of context key usages observed by LaunchDarkly client-side SDKs for the primary context kind.
  • ReadGet MAU Total UsageGet a time series of the number of context key usages observed by LaunchDarkly in your account, for the primary context kind only.
  • ReadGet MAU UsageGet a time-series array of monthly active users (MAU) seen by LaunchDarkly from your account.
  • ReadGet MAU Usage By CategoryGet time-series arrays of monthly active users (MAU) by category (browser, mobile, or backend).
  • ReadGet Account MemberRetrieve detailed information about a specific LaunchDarkly account member.
  • ReadGet MembersRetrieve a list of account members.
  • ReadGet MetricRetrieve a specific metric by project key and metric key.
  • ReadGet Metric GroupRetrieve a specific metric group by project key and metric group key.
  • ReadGet OAuth 2.0 Client by IDRetrieve a registered OAuth 2.0 client by its unique client ID.
  • ReadGet OAuth 2.0 ClientsRetrieve all OAuth 2.0 clients registered by your account.
  • ReadGet Observability Errors UsageGet time-series arrays of the number of observability errors.
  • ReadGet Observability Logs UsageRetrieve time-series arrays of observability logs usage data.
  • ReadGet Observability Sessions UsageGet time-series arrays of the number of observability sessions.
  • ReadGet Observability Traces UsageRetrieve time-series arrays of observability traces usage data.
  • ReadGet OpenAPI SpecRetrieve the latest OpenAPI specification for LaunchDarkly's API in JSON format.
  • ReadGet ProjectRetrieve a specific project by project key.
  • ReadGet Relay Proxy ConfigRetrieve a single Relay Proxy auto configuration by ID.
  • ReadGet Relay Proxy ConfigsRetrieve all Relay Proxy configurations in the LaunchDarkly account.
  • ReadGet Release by Flag KeyRetrieve the currently active release for a feature flag.
  • ReadGet Release Pipeline by KeyRetrieve a release pipeline by its key.
  • ReadGet Release PoliciesRetrieve a list of release policies for a specified project.
  • ReadGet Release PolicyRetrieve a single release policy by its key for a specified project.
  • ReadGet All Release Progressions for Release PipelineRetrieve details on the progression of all releases, across all flags, for a release pipeline.
  • ReadGet RepositoryGet a single code reference repository by name.
  • ReadGet RootRetrieve the LaunchDarkly API root resource.
  • ReadGet Root Code Reference StatisticGet links to code reference repositories for each project.
  • ReadGet SegmentRetrieve a specific segment by segment key.
  • ReadGet Segment Membership For ContextGet big segment membership status for a specific context.
  • ReadGet SegmentsRetrieve a list of all segments in a project and environment.
  • ReadGet Service Connections UsageGet a time series array showing the number of service connection minutes from your account.
  • ReadGet Code References StatisticsRetrieve code references statistics for feature flags.
  • ReadGet Stream UsageGet time-series data of streaming connections to LaunchDarkly.
  • ReadGet Stream Usage By SDK VersionGet time-series data of streaming connections to LaunchDarkly, separated by SDK type and version.
  • ReadGet Stream Usage SDK VersionsGet a list of SDK version objects from LaunchDarkly.
  • ReadGet Audit Log Subscription by IDRetrieve a specific audit log subscription by ID.
  • ReadGet Audit Log Subscriptions by IntegrationRetrieve all audit log subscriptions for a given integration.
  • ReadGet TagsRetrieve a list of tags from LaunchDarkly.
  • ReadGet TeamFetch a specific team by key.
  • ReadGet Team MaintainersRetrieve the list of maintainers for a specific LaunchDarkly team.
  • ReadGet Team RolesFetch the custom roles that have been assigned to a team.
  • ReadGet Access TokenRetrieve detailed information about a specific LaunchDarkly access token by its ID.
  • ReadGet TokensFetch a list of all access tokens.
  • ReadGet Flag Trigger by IDRetrieve details of a specific flag trigger by ID.
  • ReadGet Flag Trigger WorkflowsRetrieve all flag triggers for a specific feature flag in an environment.
  • ReadGet VersionsRetrieve LaunchDarkly API version information.
  • ReadGet WebhookRetrieve a specific webhook by ID.
  • ReadGet WorkflowsRetrieve workflows for a specific feature flag in an environment.
  • ReadGet Workflow TemplatesRetrieve workflow templates belonging to an account.
  • ReadList Branches in Code Reference RepositoryList branches in a LaunchDarkly code reference repository.
  • ReadList Code Reference RepositoriesLists all code reference repositories configured in LaunchDarkly.
  • ReadList Integration Delivery ConfigurationsList all integration delivery configurations.
  • ReadList Metric GroupsRetrieve a list of all metric groups in a project.
  • ReadList MetricsRetrieve a list of all metrics in a project.
  • ReadList ProjectsRetrieve a list of all projects.
  • ReadList TeamsFetches one page of teams from LaunchDarkly.
  • ReadSearch Audit Log EntriesSearch audit log entries in LaunchDarkly.
  • ReadSearch Context InstancesSearch for context instances within a project and environment.
  • ReadSearch ContextsSearch for contexts in a LaunchDarkly environment with flexible filtering and sorting.
  • WriteAdd Member to TeamsAdd a LaunchDarkly member to one or more teams. Approval by default
  • WriteApply Approval RequestApply an approved approval request in LaunchDarkly. Approval by default
  • WriteApply Approval Request for FlagApply an approved approval request for a feature flag in LaunchDarkly. Approval by default
  • WriteCopy Feature FlagCopy a feature flag's configuration from one environment to another within the same project. Approval by default
  • WriteCreate AnnouncementCreate a public announcement in LaunchDarkly. Approval by default
  • WriteCreate Approval RequestCreate an approval request in LaunchDarkly. Approval by default
  • WriteCreate Approval Request for FlagCreate an approval request for a feature flag in LaunchDarkly. Approval by default
  • WriteCreate Approval Request ReviewReview an approval request by approving, declining, or commenting on changes. Approval by default
  • WriteCreate Approval Request Review for FlagReview an approval request for a feature flag by approving, declining, or commenting on the changes. Approval by default
  • WriteCreate Big Segment ExportCreate an export for a big segment in LaunchDarkly. Approval by default
  • WriteCreate Big Segment Store IntegrationCreate a persistent store integration for big segments in LaunchDarkly. Approval by default
  • WriteCreate Custom RoleCreate a new custom role in LaunchDarkly. Approval by default
  • WriteCreate Data Export DestinationCreate a new Data Export destination for exporting LaunchDarkly event data to external services. Approval by default
  • WriteCreate EnvironmentCreate a new environment within a LaunchDarkly project. Approval by default
  • WriteCreate ExperimentCreate a new experiment in LaunchDarkly. Approval by default
  • WriteCreate Extinction EventsCreate new extinction events for feature flags in LaunchDarkly. Approval by default
  • WriteCreate Feature FlagCreate a new feature flag in LaunchDarkly. Approval by default
  • WriteCreate Flag Scheduled ChangesCreate a scheduled changes workflow for a feature flag in LaunchDarkly. Approval by default
  • WriteCreate Flag Copy Config Approval RequestCreate an approval request for copying a feature flag's configuration from one environment to another. Approval by default
  • WriteCreate Flag Import ConfigurationCreate a new flag import configuration for importing feature flags from external feature management systems like Split or Unleash. Approval by default
  • WriteCreate Flag LinkCreate a new flag link in LaunchDarkly. Approval by default
  • WriteCreate HoldoutCreate a new holdout in LaunchDarkly for experiment control groups. Approval by default
  • WriteCreate Integration ConfigurationCreate a new integration configuration in LaunchDarkly. Approval by default
  • WriteCreate Experiment IterationCreate a new iteration for an experiment in LaunchDarkly. Approval by default
  • WriteCreate LayerCreate a new layer in a LaunchDarkly project. Approval by default
  • WriteCreate MembersInvite one or more new members to join a LaunchDarkly account. Approval by default
  • WriteCreate MetricCreate a new metric in LaunchDarkly. Approval by default
  • WriteCreate Metric GroupCreate a new metric group in LaunchDarkly. Approval by default
  • WriteCreate OAuth 2.0 ClientCreate (register) a LaunchDarkly OAuth 2.0 client. Approval by default
  • WriteCreate ProjectCreate a new project with the given key and name. Approval by default
  • WriteCreate Relay Proxy Auto ConfigurationCreate a new Relay Proxy configuration in LaunchDarkly. Approval by default
  • WriteCreate Release for FlagCreate a release by adding a flag to a release pipeline in LaunchDarkly. Approval by default
  • WriteCreate Release PipelineCreate a release pipeline in LaunchDarkly. Approval by default
  • WriteCreate Release PolicyCreate a new release policy for a specified project. Approval by default
  • WriteCreate RepositoryCreate a code reference repository with the specified name. Approval by default
  • WriteCreate SegmentCreate a new segment in LaunchDarkly. Approval by default
  • WriteCreate Audit Log SubscriptionCreate a new audit log subscription for forwarding LaunchDarkly audit events to external services. Approval by default
  • WriteCreate TeamCreate a new team in LaunchDarkly. Approval by default
  • WriteCreate Flag Trigger WorkflowCreates a flag trigger workflow in LaunchDarkly. Approval by default
  • WriteCreate WebhookCreate a new webhook in LaunchDarkly. Approval by default
  • WriteCreate WorkflowCreate a workflow in LaunchDarkly for automating flag changes. Approval by default
  • WriteCreate Workflow TemplateCreate a workflow template in LaunchDarkly. Approval by default
  • WriteDelete AnnouncementPermanently delete an announcement from LaunchDarkly. Approval by default
  • WriteDelete Approval RequestDelete an approval request in LaunchDarkly. Approval by default
  • WriteDelete Approval Request for FlagPermanently deletes an approval request for a feature flag in LaunchDarkly. Approval by default
  • WriteDelete Big Segment Store IntegrationPermanently delete a persistent store integration for big segments. Approval by default
  • WriteDelete Branches from Code Reference RepositoryAsynchronously deletes multiple branches from a LaunchDarkly code reference repository. Approval by default
  • WriteDelete Custom RolePermanently deletes a custom role from LaunchDarkly. Approval by default
  • WriteDelete Data Export DestinationPermanently deletes a Data Export destination from LaunchDarkly. Approval by default
  • WriteDelete EnvironmentPermanently delete an environment from a LaunchDarkly project. Approval by default
  • WriteDelete Feature FlagPermanently delete a feature flag from LaunchDarkly. Approval by default
  • WriteDelete Flag Scheduled ChangesDelete scheduled changes workflow for a feature flag in LaunchDarkly. Approval by default
  • WriteDelete Flag Import ConfigurationDelete a flag import configuration by ID. Approval by default
  • WriteDelete Flag LinkPermanently deletes a flag link from LaunchDarkly. Approval by default
  • WriteDelete Integration ConfigurationPermanently deletes an integration configuration from LaunchDarkly. Approval by default
  • WriteDelete Account MemberPermanently delete an account member from LaunchDarkly. Approval by default
  • WriteDelete MetricPermanently delete a metric from LaunchDarkly. Approval by default
  • WriteDelete Metric GroupPermanently delete a metric group from LaunchDarkly. Approval by default
  • WriteDelete OAuth 2.0 ClientPermanently deletes an OAuth 2.0 client from LaunchDarkly. Approval by default
  • WriteDelete ProjectPermanently delete a project from LaunchDarkly. Approval by default
  • WriteDelete Relay Proxy Auto ConfigurationDelete a Relay Proxy auto configuration by ID. Approval by default
  • WriteDelete Release by Flag KeyDelete a release from a feature flag. Approval by default
  • WriteDelete Release PipelinePermanently delete a release pipeline from LaunchDarkly. Approval by default
  • WriteDelete Release PolicyPermanently delete a release policy from a LaunchDarkly project. Approval by default
  • WriteDelete RepositoryDelete a code reference repository with the specified name. Approval by default
  • WriteDelete SegmentPermanently deletes a segment from LaunchDarkly. Approval by default
  • WriteDelete Audit Log SubscriptionPermanently delete an audit log subscription in LaunchDarkly. Approval by default
  • WriteDelete TeamPermanently deletes a team from LaunchDarkly organization. Approval by default
  • WriteDelete Access TokenPermanently delete an access token from LaunchDarkly. Approval by default
  • WriteDelete Flag Trigger WorkflowPermanently deletes a flag trigger workflow from LaunchDarkly. Approval by default
  • WriteDelete WebhookDelete a webhook from LaunchDarkly. Approval by default
  • WriteDelete WorkflowPermanently deletes a workflow from LaunchDarkly. Approval by default
  • WriteDelete Workflow TemplatePermanently deletes a workflow template from LaunchDarkly. Approval by default
  • WritePatch Approval Request SettingsPerform a partial update to approval request settings for a project. Approval by default
  • WritePatch Big Segment Store IntegrationUpdate a persistent store integration for big segments using JSON Patch operations. Approval by default
  • WritePatch Custom RoleUpdate a custom role's settings using JSON Patch operations. Approval by default
  • WriteUpdate Data Export DestinationUpdate a Data Export destination using JSON Patch operations. Approval by default
  • WritePatch EnvironmentUpdate an environment's settings using JSON Patch operations. Approval by default
  • WritePatch ExperimentUpdate an experiment using semantic patch format. Approval by default
  • WritePatch Expiring TargetsUpdate expiring context targets on a feature flag. Approval by default
  • WritePatch Feature FlagUpdate a feature flag's settings using JSON Patch operations. Approval by default
  • WritePatch Flag Config Approval RequestPerform a partial update to a flag config approval request using semantic patch format. Approval by default
  • WritePatch Flag Scheduled ChangeUpdate a scheduled change workflow for a feature flag. Approval by default
  • WritePatch Flag Defaults By ProjectUpdate flag defaults for a project using JSON Patch operations. Approval by default
  • WritePatch Flag Import ConfigurationUpdate a flag import configuration using JSON Patch operations. Approval by default
  • WritePatch HoldoutUpdate a LaunchDarkly holdout using semantic patch operations. Approval by default
  • WritePatch Account MemberModify an account member's information using JSON Patch operations. Approval by default
  • WritePatch MembersPerform partial updates to multiple LaunchDarkly account members using semantic patch format. Approval by default
  • WritePatch MetricUpdate a metric's settings using JSON Patch operations. Approval by default
  • WritePatch Metric GroupUpdate a metric group's settings using JSON Patch operations. Approval by default
  • WritePatch OAuth 2.0 ClientUpdate an existing OAuth 2.0 client in LaunchDarkly using JSON Patch operations. Approval by default
  • WriteUpdate ProjectUpdate a LaunchDarkly project using JSON Patch operations (RFC 6902). Approval by default
  • WriteUpdate Relay Proxy ConfigUpdate a Relay Proxy auto configuration using JSON Patch operations (RFC 6902). Approval by default
  • WritePatch RepositoryUpdate a code reference repository's settings using JSON Patch operations. Approval by default
  • WritePatch SegmentUpdate a segment's settings using JSON Patch operations. Approval by default
  • WritePatch TeamPerform partial updates to a LaunchDarkly team using semantic patch format. Approval by default
  • WritePatch TeamsPerform partial updates to multiple LaunchDarkly teams using semantic patch format. Approval by default
  • WritePatch Access TokenUpdate an access token's settings using JSON Patch operations. Approval by default
  • WriteUpdate Flag TriggerUpdate a flag trigger using semantic patch operations. Approval by default
  • WriteUpdate WebhookUpdate a LaunchDarkly webhook using JSON Patch operations (RFC 6902). Approval by default
  • WriteCreate or Update Flag Defaults by ProjectCreate or update flag defaults for a specific project. Approval by default
  • WriteReset Environment Mobile KeyReset the mobile SDK key for a specific environment. Approval by default
  • WriteReset Environment SDK KeyReset the SDK key for a specific environment. Approval by default
  • WriteReset Relay Proxy Configuration KeyReset the Relay Proxy configuration key. Approval by default
  • WriteReset Access TokenReset a LaunchDarkly access token, generating a new token value. Approval by default
  • WriteTrigger Flag Import JobTrigger a single flag import run for an existing flag import configuration. Approval by default
  • WriteUpdate AnnouncementUpdate an existing announcement in LaunchDarkly using JSON Patch operations. Approval by default
  • WriteUpdate Big Segment Context TargetsUpdate context targets included or excluded in a big segment. Approval by default
  • WriteUpdate Context Flag SettingEnable or disable a feature flag for a specific context based on its context kind and key. Approval by default
  • WriteCreate or Update Context KindCreate or update a context kind in a LaunchDarkly project. Approval by default
  • WriteUpdate Experimentation SettingsUpdate experimentation settings for a project. Approval by default
  • WriteUpdate Flag LinkUpdate an existing flag link in LaunchDarkly using JSON Patch operations. Approval by default
  • WriteUpdate Integration ConfigurationUpdate an existing integration configuration in LaunchDarkly using JSON Patch operations. Approval by default
  • WriteUpdate LayerUpdate a layer using semantic patch instructions. Approval by default
  • WriteUpdate Phase StatusUpdate the execution status of a phase in a feature flag release. Approval by default
  • WriteUpdate Release PipelineUpdate an existing release pipeline in LaunchDarkly. Approval by default
  • WriteUpdate Release Policies OrderUpdate the order of existing release policies for a project. Approval by default
  • WriteUpdate Release PolicyUpdate an existing release policy for a specified project. Approval by default
  • WriteUpdate Audit Log SubscriptionUpdate an audit log subscription configuration using JSON Patch operations. Approval by default
  • WriteUpsert Branch in Code Reference RepositoryUpsert (create or update) a branch in a LaunchDarkly code reference repository. Approval by default

One prompt, start to finish

What a governed LaunchDarkly run looks like inside Luumen.

Questions

How does LuumenAI connect to LaunchDarkly?

Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.

Can LuumenAI change things in LaunchDarkly on its own?

Read actions answer immediately. Anything that writes — add member to teams, apply approval request, apply approval request for flag, copy feature flag, and more — is shown as a plan and requires approval by default, including the 36 actions classified as destructive. Administrators configure that per tool, so you decide exactly which actions can ever run unattended.

Who gets access to the integration?

You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.

Is there an audit trail?

Every call to LaunchDarkly — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.

Put LaunchDarkly to work with Luumen

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