dagu
★ 3.4k
vs
evidra
★ 13
dagu vs evidra
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.; evidra: Evidra records intent, outcome, and refusal for every infrastructure mutation, enabling risk assessment, behavioral signal detection, and reliability scoring. It provides an MCP server and CLI for seamless integration with agents, pipelines, and scripts.
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 evidra if…Agent benchmarking with real infrastructure scenarios
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
evidra01Auto-evidence for mutations with zero agent code
02Smart output reducing token consumption (~40 tokens vs ~2400)
036 tools instead of 270 specialized tools
04Reliability scorecards with 0-100 scoring and behavioral signals
05Proxy mode to wrap existing MCP servers
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.
evidra↳Agent benchmarking with real infrastructure scenarios
↳CI/CD integration for evidence recording
↳Self-hosted analytics for platform teams
05
Best For
daguWorkflow AutomationDev Tooling
evidraTrendingSecurity & SafetyLLM Infra
FAQ
FAQ
What is the difference between dagu and evidra?
Both dagu and evidra are in the Workflow Automation category. dagu has 3.4k stars, while evidra has 13 stars.
Which is better, dagu or evidra?
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 evidra if Agent benchmarking with real infrastructure scenarios.
Is dagu free or open source?
Yes, dagu is open source on GitHub (GPL-3.0).
Is evidra free or open source?
Yes, evidra is open source on GitHub (Apache-2.0).
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