humanlayer/12-factor-agents vs Lordog/dive-into-llms
Compare humanlayer/12-factor-agents and Lordog/dive-into-llms using the current verified snapshot: positioning, license, deployment, use cases, limitations, and original sources.
humanlayer/12-factor-agents
A guide that documents modular principles for engineering LLM applications intended for production use. It targets builders who want to apply specific agent design patterns to existing products without performing a full framework rewrite.
- License
- License pending
- Deployment
- Refer to project documentation
- Use cases
- Learning & Education
- Updated
- 2026-07-17T10:48:48Z
Lordog/dive-into-llms
A free, hands-on LLM programming tutorial series derived from Shanghai Jiao Tong University courses, covering topics from prompt engineering and fine-tuning to AI agents and jailbreak attacks. Learners interact with the material through slides and Jupyter Notebooks, requiring existing programming skills.
- License
- License pending
- Deployment
- Refer to project documentation
- Use cases
- Learning & Education
- Updated
- 2026-07-23T20:20:57Z
How to choose
First eliminate options that fail required deployment, license, or use-case constraints; then inspect each detail page for limitations and direct evidence.