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Latest Linode Provider for StackQL Available

· One min read
Technologist and Cloud Consultant

Latest release or the Linode provider for StackQL is available, enabling SQL-based querying and management of Linode cloud resources.

Provider Overview

The Linode provider offers comprehensive access to 20 services covering the entire Linode platform, with 136 resources and 425 methods, allowing you to extract data and insights from your Linode environment using familiar SQL syntax.

Key Services

The provider includes access to:

  • Compute: Manage Linode instances and configurations
  • Storage: Control volumes and object storage
  • Networking: Handle IPs, VLANs, VPCs, and firewall rules
  • Kubernetes: Administer LKE clusters and node pools
  • Databases: Manage Linode's database service
  • Account & Billing: Access account information and billing details

Example Queries

Get Account Information

SELECT 
company,
country,
balance,
balance_uninvoiced,
active_since
FROM linode.account.account;

List Database Engines

SELECT
id,
engine,
version
FROM linode.databases.engines;

View Regional Availability

SELECT
available,
plan,
region
FROM linode.regions.availability;

List Linode Instances

SELECT
id,
label,
region,
status,
type,
ipv4,
tags
FROM linode.linode.instances;

Getting Started

To use the Linode provider, simply register it and set your authentication:

-- Pull the provider
registry pull linode;

-- Set your authentication
SET linode.global.auth.credentialsenvvar = 'LINODE_TOKEN';

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Deno Deploy Provider Available

· 2 min read
Technologist and Cloud Consultant

The new deno provider for StackQL is now available, enabling developers to query and manage Deno Deploy resources using familiar SQL syntax. This provider allows you to interact with Deno Deploy's control plane API, giving you complete control over your organizations, projects, deployments, domains, and KV databases through a consistent SQL interface.

The Deno Deploy provider offers comprehensive coverage of the Deno Deploy API, organized into logical services that mirror Deno's resource structure:

ServiceDescription
organizationManage organizations and analytics
projectCreate and manage projects within organizations
deploymentDeploy, manage, and monitor serverless applications
domainConfigure and verify custom domains for your applications
databaseManage KV databases and KV database backups for your deployments

With the deno provider for StackQL, you can now include Deno Deploy in your infrastructure-as-code workflows, analytics dashboards, and cross-cloud orchestration processes using the same SQL syntax you use for other cloud providers.

For more information on the Deno Deploy provider for StackQL, see the Deno Deploy Provider Docs which provides detailed documentation for every resource and method, along with ready-to-use SQL examples.

Getting Started

To start using the deno provider, simply pull it from the StackQL registry:

registry pull deno;

You'll need to set up your authentication by exporting your Deno API token:

export DENO_DEPLOY_TOKEN="your_deno_api_token"

Then you can begin querying your Deno Deploy resources:

-- List all projects in an organization
SELECT
id,
name,
description,
createdAt,
updatedAt
FROM deno.project.projects
WHERE organizationId = 'your-org-id';

Results:

|-----------------------------|-------------|--------------------------------------|----------------------|-----------------------------|
| createdAt | description | id | name | updatedAt |
|-----------------------------|-------------|--------------------------------------|----------------------|-----------------------------|
| 2022-12-13T04:20:13.379555Z | | 34f9440f-3275-40e2-b327-2ea65269feb5 | stackql-dev-registry | 2025-09-06T00:47:04.579279Z |
|-----------------------------|-------------|--------------------------------------|----------------------|-----------------------------|
| 2022-12-13T04:16:22.054548Z | | 616de983-3e37-4f44-a99f-b6bb5c59e80a | stackql-registry | 2025-09-06T01:22:46.872203Z |
|-----------------------------|-------------|--------------------------------------|----------------------|-----------------------------|

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Latest DigitalOcean Provider Available

· 5 min read
Technologist and Cloud Consultant

The latest digitalocean provider for StackQL is available now (v25.09.00345), featuring a comprehensive reorganization of services and resources that better aligns with DigitalOcean's API structure. This update improves discoverability, logical grouping, and overall usability when working with DigitalOcean resources through StackQL, while adding exciting new capabilities like support for Gradient AI Platform through the genai service.

What's Changed

The updated DigitalOcean provider features a more granular and logical organization of services that mirrors DigitalOcean's API architecture more closely. Here is a summary of the services included in the latest digitalocean provider:

ServiceDescription
accountManages account information, settings, and team configurations
appsManages App Platform deployments for static sites, APIs, and web applications
billingHandles billing configurations, invoices, and payment methods
computeControls virtual machines (Droplets), snapshots, and compute resources
container_registryManages container registries and image repositories
databasesManages managed database services and configurations
genaiProvides access to AI capabilities including the Gradient AI Platform
kubernetesControls Kubernetes clusters, node pools, and related resources
monitoringManages monitoring solutions, alerts, and metrics
networkingControls VPCs, load balancers, and network configurations
oneclickProvides one-click application installations and marketplace solutions
projectsOrganizes resources into logical groups for better management and billing
serverlessManages Functions as a Service (FaaS) for event-driven, scalable computing
spacesControls object storage for storing and serving large files and static assets
vpcsManages Virtual Private Cloud networks for isolated resource communications
note

The improved organization including service and resource naming and mapping will introduce changes to queries against the previous provider version (v24.11.00274). You can pin the previous version in stackql-deploy or via registry pull in the interim while you make necessary query modifications.

Enhanced Documentation

The new DigitalOcean Provider Docs provide comprehensive documentation on how to use the new digitalocean provider including ready-to-use SQL examples for each resource and method. A standout feature is the copy-paste functionality for all SQL queries, making it incredibly easy to:

  1. Compose Infrastructure-as-Code workflows: Each method documentation includes working SQL examples that can be directly copied into your deployment scripts or CI/CD pipelines. Simply click the copy button next to any example to get production-ready SQL code.

  2. Build analytics dashboards: Create sophisticated cross-service queries by combining examples from different resources. The documentation's consistent query formatting makes it simple to join related data across multiple DigitalOcean services.

  3. Develop governance reports: Copy baseline queries and customize them for your specific compliance needs. The pre-formatted SQL provides the perfect starting point for custom reporting.

Gradient AI Platform Support

A standout addition to this release is comprehensive support for DigitalOcean's Gradient AI Platform through the new genai service. This enables developers to:

  • Deploy and manage AI models using familiar SQL syntax
  • Monitor AI workloads alongside other cloud resources
  • Incorporate AI capabilities into infrastructure-as-code workflows
  • Create cross-service orchestrations that leverage AI capabilities

Getting Started

To start using the updated digitalocean provider, simply pull the latest version from stackql shell or stackql registry command:

registry pull digitalocean;

Then you can begin querying your DigitalOcean resources with SQL:

-- List all droplets
SELECT
id,
name,
status,
size_slug,
JSON_EXTRACT(size, '$.vcpus') as vcpus,
JSON_EXTRACT(size, '$.memory') as memory,
JSON_EXTRACT(size, '$.disk') as disk_size_gb,
JSON_EXTRACT(size, '$.price_hourly') as price_hourly,
JSON_EXTRACT(size, '$.price_monthly') as price_monthly
FROM digitalocean.compute.droplets;

Results:

|-----------|---------------------------------------|--------|------------------------|-------|--------|--------------|--------------|---------------|
| id | name | status | size_slug | vcpus | memory | disk_size_gb | price_hourly | price_monthly |
|-----------|---------------------------------------|--------|------------------------|-------|--------|--------------|--------------|---------------|
| 457265395 | ubuntu-s-1vcpu-1gb-35gb-intel-syd1-01 | active | s-1vcpu-1gb-35gb-intel | 1 | 1024 | 35 | 0.0119 | 8 |
|-----------|---------------------------------------|--------|------------------------|-------|--------|--------------|--------------|---------------|
| 510398669 | pool-urzofvwy7-l5vvz | active | s-2vcpu-4gb | 2 | 4096 | 80 | 0.03571 | 24 |
|-----------|---------------------------------------|--------|------------------------|-------|--------|--------------|--------------|---------------|

Using the App Platform Functions

The apps services provide access to DigitalOcean's modern deployment platforms. Here's an example of how to list your deployed applications:

-- List all deployed applications
SELECT
id,
default_ingress,
active_deployment,
created_at,
updated_at,
region,
tier_slug
FROM
digitalocean.apps.apps;

Using the GenAI Service

The new genai service provides access to DigitalOcean's Gradient AI Platform capabilities. Here's an example of how to list deployed agents:

-- List all deployed AI agents
SELECT
name,
uuid,
url,
project_id,
created_at,
updated_at,
region,
temperature
FROM
digitalocean.genai.agents;

Use Cases for the DigitalOcean Provider

  1. Infrastructure as Code: Manage your DigitalOcean resources alongside other cloud providers in a unified IaC approach, see stackql-deploy.

  2. Cost Optimization: Identify unused resources and opportunities for cost savings with queries that expose pricing information across all resource types.

  3. Security and Compliance: Audit firewall rules, network configurations, and access patterns to ensure compliance with security policies.

  4. Performance Monitoring: Track resource utilization, database performance, and identify optimization opportunities.

  5. Cross-Provider Orchestration: Build workflows that span DigitalOcean and other resource providers, enabling sophisticated data and infrastructure pipelines.

  6. AI-Enhanced Infrastructure: Leverage the new GenAI service to incorporate AI capabilities into your infrastructure management workflows.

  7. Automated Reporting: Create automated reports on DigitalOcean usage, performance, and costs.

Provider Metrics

The latest DigitalOcean provider includes:

  • 15 services
  • 192 resources
  • 516 total methods
  • 254 selectable methods

This comprehensive coverage ensures you can manage and query virtually all aspects of your DigitalOcean infrastructure using familiar SQL syntax.

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New Okta Provider Released

· 6 min read
Technologist and Cloud Consultant

The latest okta provider for StackQL is available now (v25.09.00341), featuring a comprehensive reorganization of services and resources that better aligns with Okta's API structure. This update improves discoverability, logical grouping, and overall usability when working with Okta resources through StackQL.

What's Changed

The updated Okta provider features a more granular and logical organization of services that mirrors Okta's API architecture more closely. Here is a summary of the services included in the latest okta provider:

ServiceDescription
agentpoolsManages agent pools for on-premises integration and deployment
api_tokensHandles API token creation, management, and access control
appsManages Okta application integration, configuration, and assignments
attack_protectionConfigures security controls to prevent various attack vectors
authenticatorsManages authentication methods, factors, and settings
authorizationserversControls OAuth 2.0 and OIDC authorization servers and policies
behaviorsConfigures end-user behavioral patterns for risk-based authentication
brandsManages customization of Okta UI appearance and branding
captchasConfigures CAPTCHA settings to prevent automated attacks
device_accessControls access policies based on device attributes
device_assurancesManages device trust requirements and verification
device_integrationsConfigures integrations with MDM and endpoint security tools
device_posture_checksVerifies security posture of devices accessing resources
devicesManages device enrollment, lifecycle, and inventory
directoriesHandles directory service connections and synchronization
domainsManages custom domain configuration for Okta tenant
email_domainsControls email domains for user provisioning and validation
email_serversConfigures email server settings for notifications
eventhooksManages webhook subscriptions for Okta event notifications
featuresControls feature flags and preview feature management
first_party_app_settingsConfigures settings for Okta-developed applications
groupsManages group creation, membership, and rule configuration
hook_keysHandles encryption keys for securing hook communications
iamProvides core identity and access management functionality
identity_sourcesManages sources of identity data for user provisioning
idpsConfigures external identity providers for federation
inlinehooksManages customization points within Okta workflows
integrationsConfigures third-party service integrations
logsProvides access to system logs and audit events
logstreamsManages streaming of log data to external systems
mappingsConfigures attribute mappings between systems
metaProvides metadata about the Okta API and environment
oauth2Manages OAuth 2.0 clients, scopes, and tokens
okta_personal_settingsControls user-specific preferences and settings
orgManages organization-level settings and configurations
orgsHandles multi-org deployments and org relationships
policiesConfigures authentication, password, and access policies
principal_rate_limitsManages API rate limits for specific principals
privileged_accessControls privileged access management settings
push_providersConfigures push notification delivery services
rate_limit_settingsManages global API rate limit configurations
realm_assignmentsMaps users and groups to authentication realms
realmsConfigures authentication realms for different user populations
riskManages risk-based authentication settings and policies
rolesControls administrative role assignments and permissions
securityProvides security settings and configurations
security_events_providersManages integrations with security event sources
sessionsControls user session policies and management
ssfConfigures server-side functions for customization
templatesManages templates for emails, notifications, and forms
threatsControls threat intelligence settings and configurations
trustedoriginsManages CORS and redirect configurations
usersHandles user lifecycle, profiles, and credentials
webauthn_registrationManages WebAuthn/FIDO2 credential registration
zonesConfigures network zones for policy application
note

The improved organization including service and resource naming and mapping will introduce changes to queries against the previous provider version (v23.03.00121), you can pin the previous version in stackql-deploy or via registry pull in the interim while you make necessary query modifications.

Enhanced Documentation

The new Okta Provider Docs provide comprehensive documentation on how to use the new okta provider including ready-to-use SQL examples for each resource and method. A standout feature is the copy-paste functionality for all SQL queries, making it incredibly easy to:

  1. Compose Infrastructure-as-Code workflows: Each method documentation includes working SQL examples that can be directly copied into your deployment scripts or CI/CD pipelines. Simply click the copy button next to any example to get production-ready SQL code.

  2. Build analytics dashboards: Create sophisticated cross-service queries by combining examples from different resources. The documentation's consistent query formatting makes it simple to join related data across multiple Okta services.

  3. Develop governance reports: Copy baseline queries and customize them for your specific compliance needs. The pre-formatted SQL provides the perfect starting point for custom reporting.

Getting Started

To start using the updated okta provider, simply pull the latest version from stackql shell or stackql registry command:

registry pull okta;

Then you can begin querying your Okta resources with SQL:

-- Get all users and their group assignments
SELECT
u.id,
JSON_EXTRACT(u.profile, '$.email') as email,
u.status,
JSON_EXTRACT(g.profile, '$.name') as group_name
FROM
okta.user.users u
JOIN
okta.group.users gu ON u.id = gu.user_id
JOIN
okta.group.groups g ON gu.group_id = g.id
WHERE subdomain = 'my-company';

Use Cases for the Okta Provider

  1. Infrastructure as Code: Manage your Okta resources alongside other cloud providers in a unified IaC approach, see stackql-deploy.

  2. Cost Optimization: Identify unused resources and opportunities for cost savings.

  3. Security and Compliance: Audit account roles, permissions, and access patterns to ensure compliance with security policies.

  4. Performance Monitoring: Track query performance, warehouse utilization, and identify optimization opportunities.

  5. Cross-Provider Orchestration: Build workflows that span Okta and other resource providers, enabling sophisticated data and infrastructure pipelines.

  6. Automated Reporting: Create automated reports on Okta usage, performance, and costs.

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Updated Google Providers for StackQL Available

· 2 min read
Technologist and Cloud Consultant

The latest versions of the Google-related providers for StackQL: google, googleadmin, googleworkspace, and firebase are available now. These updates include the latest services, resources and methods available from Google.

What's New

The latest release introduces several new services to the google provider, expanding your ability to manage and query Google Cloud resources:

  • API Hub: Centrally manage and discover APIs across your organization
  • Area Insights: Access location-based insights and analytics
  • Cloud Location Finder: Identify optimal Google Cloud regions for your workloads
  • Gemini Cloud Assist: Leverage Google's AI assistant for cloud operations
  • Managed Kafka: Work with Google's fully-managed Apache Kafka service
  • Observability: Enhanced monitoring and observability services
  • Parallel Store: Interact with Google's high-performance storage solution
  • Parameter Manager: Manage configuration parameters across services
  • SaaS Service Management: Tools for managing SaaS offerings on Google Cloud
  • Secure Source Manager: Google's secure, fully-managed source control service
  • Security Posture: Assess and improve your cloud security posture
  • Storage Batch Operations: Perform batch operations on Cloud Storage resources

Enhanced Documentation

We've also released enhanced user documentation to help you get the most out of these providers. Check out our comprehensive docs:

Getting Started

To start using these updated providers, simply pull the latest version from stackql shell or stackql registry command:

registry pull google;
registry pull googleadmin;
registry pull googleworkspace;
registry pull firebase;

Then you can begin querying your Google resources with SQL:

SELECT name, region, status 
FROM google.compute.instances
WHERE project = 'my-project';

Use Cases for the Google Provider

The Google provider for StackQL opens up numerous possibilities:

  1. Infrastructure as Code: Manage your Google resources alongside other cloud providers in a unified IaC approach, see stackql-deploy.

  2. Cost Optimization: Identify unused resources and opportunities for cost savings.

  3. Security and Compliance: Audit account roles, permissions, and access patterns to ensure compliance with security policies.

  4. Performance Monitoring: Track query performance, warehouse utilization, and identify optimization opportunities.

  5. Cross-Provider Orchestration: Build workflows that span Google and other cloud providers, enabling sophisticated data and infrastructure pipelines.

  6. Automated Reporting: Create automated reports on Google usage, performance, and costs.

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