dagu
★ 3.4k
vs
stackql
★ 843
dagu vs stackql
dagu: Dagu is a local-first, self-hosted control plane designed for existing operations automation and AI agent workflows. It allows defining complex pipelines in simple declarative YAML, executing them anywhere with a single binary, and distributing tasks across workers. It comes with a built-in Web UI for debugging and monitoring, eliminating the need for external databases or message brokers.; stackql: StackQL is an open-source query and provisioning framework that treats cloud and SaaS APIs as SQL-queryable databases. It supports dozens of providers including AWS, GCP, Azure, GitHub, and more, allowing developers and operators to inspect, provision, and manage cloud resources using familiar SQL syntax for both interactive queries and infrastructure automation.
01
TL;DR
Choose dagu if…ETL and data operations: Turn data extraction scripts, SQL queries, dbt commands, and data-processing runbooks into observable pipelines.
Choose stackql if…Query and audit cloud resources across multiple providers using SQL for security and compliance
02
Side-by-Side Comparison
03
Features
dagu01Local-first and self-hosted with a single binary
02Language-agnostic workflow definition (YAML for shell, Docker, K8s, etc.)
03Built-in Web UI for observability and debugging
04Integrated AI agent support (via MCP server, harness)
05Built-in secret management and human-in-the-loop approvals
stackql01SQL interface for querying cloud resources across AWS, GCP, Azure, and 50+ providers
02Infrastructure provisioning and lifecycle management via SQL DML
03Cloud security posture management (CSPM) and asset inventory
04Extensible provider registry for adding new cloud and SaaS APIs
05Interactive shell and CI/CD pipeline integration support
04
Use Cases
dagu↳ETL and data operations: Turn data extraction scripts, SQL queries, dbt commands, and data-processing runbooks into observable pipelines.
↳Cron and legacy script management: Transform complex, interdependent jobs into maintainable DAGs with a UI, automatic logging, retries, and notifications.
↳Container and Kubernetes workflows: Run Docker containers and Kubernetes Jobs as steps in workflows without building a custom control plane.
stackql↳Query and audit cloud resources across multiple providers using SQL for security and compliance
↳Automate cloud infrastructure provisioning and configuration with SQL-based scripts
↳Build cloud asset inventory and CSPM dashboards using familiar SQL queries
05
Best For
daguWorkflow AutomationDev Tooling
stackqlHidden GemData Processing
FAQ
FAQ
What is the difference between dagu and stackql?
Both dagu and stackql are in the Workflow Automation category. dagu has 3.4k stars, while stackql has 843 stars.
Which is better, dagu or stackql?
The best choice depends on your use case. Choose dagu if ETL and data operations: Turn data extraction scripts, SQL queries, dbt commands, and data-processing runbooks into observable pipelines., and stackql if Query and audit cloud resources across multiple providers using SQL for security and compliance.
Is dagu free or open source?
Yes, dagu is open source on GitHub (GPL-3.0).
Is stackql free or open source?
Yes, stackql is open source on GitHub (MIT).
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