> For the complete documentation index, see [llms.txt](https://www.opscompendium.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://www.opscompendium.com/mlops/literature.md).

# MLOps Literature

1. [12 Factors](https://12factor.net/) - The Twelve-Factor App is a methodology for building scalable and portable SaaS applications. It emphasizes best practices like maintaining a single codebase, isolating dependencies, storing configuration in the environment, treating services as replaceable resources, and enabling fast, stateless, and resilient deployments across consistent environments.
2. [**Designing data-intensive applications reliable maintainable**](https://www.amazon.com/Designing-Data-Intensive-Applications-Reliable-Maintainable/dp/1449373321)
   1. [**medium**](https://medium.com/@m_mcclarty/tech-book-talk-designing-data-intensive-applications-eb4908f2f6d6)
3. [**Google SRE**](https://landing.google.com/sre/books/)
   1. [**Site Reliability Engineering**](https://www.amazon.com/dp/149192912X?psc=1\&pf_rd_p=0c07d3ef-dd9a-4ce4-8daa-7b9b90db3048\&pf_rd_r=F4QGSBSPA6DJJCX10WXK\&pd_rd_wg=RfKM8\&pd_rd_i=149192912X\&pd_rd_w=khBYM\&pd_rd_r=5bd80e38-7a30-41bb-ae0e-25a91dd1cb3d\&ref_=pd_luc_rh_crh_rh_sbs_sem_01_03_t_ttl_lh)
   2. [**Site Reliability Workbook**](https://www.amazon.com/Site-Reliability-Workbook-Practical-Implement/dp/1492029505/ref=sr_1_1?dchild=1\&keywords=The+Site+Reliability+Workbook\&link_code=qs\&qid=1598257953\&sr=8-1\&tag=amznsearchff-20)
4. [**Designing Distributed systems patterns paradigms**](https://www.amazon.com/Designing-Distributed-Systems-Patterns-Paradigms/dp/1491983647)
5. [**Building Microservices: Designing Fine-Grained Systems** ](https://www.amazon.com/dp/1491950358/?coliid=I1H3OSVXC7XRBL\&colid=300M9JC4311P3\&psc=0\&ref_=lv_ov_lig_dp_it)
6. [**Jez Humble**](https://www.amazon.com/Jez-Humble/e/B003SNGS8E/ref=dp_byline_cont_pop_book_2)
   1. [**Accelerate software performing organizations** ](https://www.amazon.com/Accelerate-Software-Performing-Technology-Organizations/dp/1942788339/ref=tmm_pap_swatch_0?_encoding=UTF8\&qid=\&sr=)
   2. [**DevOps Handbook.**](https://www.amazon.com/DevOps-Handbook-World-Class-Reliability-Organizations/dp/1942788002/ref=tmm_pap_swatch_0?_encoding=UTF8\&qid=\&sr=)
   3. [**Continuous delivery deployment** ](https://www.amazon.com/Continuous-Delivery-Deployment-Automation-Addison-Wesley-dp-0321601912/dp/0321601912/ref=mt_other?_encoding=UTF8\&me=\&qid=)
   4. **Lean Enterprise**
7. [**Clean code**](https://www.amazon.com/Clean-Code-Handbook-Software-Craftsmanship/dp/0132350882) **(java) first chapters are good**
8. [**Clean code in Python**](https://www.packtpub.com/product/clean-code-in-python/9781788835831)
   1. [**Medium**](https://medium.com/@m_mcclarty/tech-book-talk-clean-code-in-python-aa2c92c6564f)
   2. [**git**](https://github.com/zedr/clean-code-python)
9. [**Domain-Driven Design**](https://www.amazon.com/Domain-Driven-Design-Reference-Definitions-Summaries/dp/1457501198/ref=pd_cart_crc_cko_mrai_1_1/146-7136232-7217867?_encoding=UTF8\&pd_rd_i=1457501198\&pd_rd_r=e0b19e54-c0c3-4ad1-abd0-eff99f815aee\&pd_rd_w=TP8KJ\&pd_rd_wg=ompBT\&pf_rd_p=77f3805b-bff9-40ee-9688-bcdb2cd9e197\&pf_rd_r=1WF281MJHVQYG506PTRX\&psc=1\&refRID=1WF281MJHVQYG506PTRX)
10. [**The complete python course** ](https://www.packtpub.com/product/the-complete-python-course-video/9781839217289)
11. [**pyVideo**](https://pyvideo.org/)


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://www.opscompendium.com/mlops/literature.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.