Opik helps debug, evaluate, and monitor LLM applications, RAG systems, and agent workflows with tracing and evaluations.
Open source
24 alternatives12-Factor Agents
vsPromptMage
12-Factor Agents vs PromptMage
How do 12-Factor Agents and PromptMage compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | 12-Factor Agents | PromptMage |
|---|---|---|
| What it is | A set of principles for building LLM powered software intended for production users. | PromptMage helps create and manage workflows for large language models. |
| Website | ||
| Type | Open-source project | Open-source project |
| Topic | ||
| Pricing | Not confirmed | Not confirmed |
| Platforms | Not recorded | Not recorded |
| Open source | Not stated | Yes |
| Language | English | English |
| Alternatives |
Other options to consider
Sites similar to both 12-Factor Agents and PromptMage.
This repository studies how agentic coding assistants work, including prompt patterns and agent coordination.
Quivr provides retrieval augmented generation for apps and supports multiple large language models and vector stores.