AgentIndex icon
AgentIndex
oh-my-dag logo
oh-my-dag
★ 44
vs
conductor logo
conductor
★ 12.8k

oh-my-dag vs conductor

oh-my-dag: Oh-my-dag (omd) serves as an orchestration layer beneath your AI coding agent, transforming conversational tasks into structured, checkpointed DAGs. It enforces rigorous verification through exit codes, cross-model critiques, and artifact gates, ensuring the reliability and correctness of agent-generated work.; conductor: Conductor is a Netflix-developed platform designed to orchestrate complex workflows across microservices, supporting creation via JSON and code. However, Netflix discontinued its official OSS maintenance on December 13, 2023, while encouraging community forks and continued development.

01

TL;DR

oh-my-dag logo
oh-my-dagWorkflow Automation · ★ 44

Deep Research & Analysis: Conduct multi-stage research pipelines involving seeded crawls, fan-out lenses, judge panels, and gap rounds using different models for each stage.

Read oh-my-dag full review →
conductor logo
conductorWorkflow Automation · ★ 12.8k

Coordinating complex business processes involving multiple microservices.

Read conductor full review →
02

Side-by-Side Comparison

Field
oh-my-dag logooh-my-dag
conductor logoconductor
Category
Workflow Automation
Workflow Automation
Stars
★ 44
★ 12.8k
License
MIT
Apache-2.0
Install Command
git clone https://github.com/AbyssCN/oh-my-dag.git && cd oh-my-dag && bun install && bun link && omd init
git clone https://github.com/Netflix/conductor.git
Updated
1w ago
2y ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Orchestration, AI Agent, Workflow Automation
Workflow Orchestration, Microservices, Distributed Systems
03

Features

oh-my-dag logooh-my-dag
01Exit Code as Finish Line: Tasks conclude when a declared command exits successfully, preventing models from self-certifying completion.
02Rigorous Criterion Verification: Acceptance tests run against pre-work and deliberately wrong artifacts to ensure they genuinely test the solution.
03Multi-Model Orchestration: Allows different LLMs for each node in a DAG, enabling tailored model selection and cross-family second opinions for critical tasks.
04Resumable & Checkpointed Workflows: Every completed node is atomically saved to disk, allowing interrupted work to resume from the last checkpoint, saving time and billing.
05LLM-Free Retrieval: `omd_web` performs web searches and fetches without an LLM in the loop, ensuring factual accuracy based on retrieved content rather than model memory.
conductor logoconductor
01Orchestrates workflows across microservices.
02Supports workflow creation using JSON and SDKs (multiple languages).
03Provides various persistence and indexing options (e.g., Redis, Cassandra, Elasticsearch).
04Offers a Node.js-based UI for management.
05Includes system tasks for HTTP requests and JSON evaluation (jq).
04

Use Cases

oh-my-dag logooh-my-dag
↳Deep Research & Analysis: Conduct multi-stage research pipelines involving seeded crawls, fan-out lenses, judge panels, and gap rounds using different models for each stage.
↳Automated Design Argumentation & Specification: Argue design choices and then generate executable specifications (e.g., `/omd-grill` followed by `/omd-contract`).
↳Cross-Model Code Review: Perform multi-dimensional code reviews, falsifying findings across different models to ensure comprehensive and unbiased feedback (`/omd-review`).
↳Automated Debugging Workflows: Systematically reproduce issues, lock scope, test parallel hypotheses, and verify fixes (`/omd-debug`).
↳Controlled Delivery of Decision Maps: Manage decision maps in Git, ruled by user-defined triggers, preventing unattended merging (`/omd-deliver`).
conductor logoconductor
↳Coordinating complex business processes involving multiple microservices.
↳Building resilient and scalable distributed systems.
↳Automating long-running, multi-step tasks.
FAQ

FAQ

What is the difference between oh-my-dag and conductor?
Both oh-my-dag and conductor are in the Workflow Automation category. oh-my-dag has 44 stars, while conductor has 12.8k stars.
Which is better, oh-my-dag or conductor?
The best choice depends on your use case. Choose oh-my-dag if Deep Research & Analysis: Conduct multi-stage research pipelines involving seeded crawls, fan-out lenses, judge panels, and gap rounds using different models for each stage., and conductor if Coordinating complex business processes involving multiple microservices..
Is oh-my-dag free or open source?
Yes, oh-my-dag is open source on GitHub (MIT).
Is conductor free or open source?
Yes, conductor is open source on GitHub (Apache-2.0).
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