LLMOps: The Production Guide¶
Takes a GenAI app from a working demo to production: deployment, serving, caching, observability, evals in CI, cost and security.
The complete guide to shipping LLM apps, in 9 chapters and 36 pages. Docker and safe releases for prompts and models, serving open models with vLLM (GPU memory maths included), caching and token-based rate limits, observability with Langfuse, a CI release gate for evals, cost control with a worked 84% saving, and LLM security (OWASP Top 10). Ends with a launch checklist and 30+ model interview answers. Your copy is personalised with your name.
- For
- Engineers shipping LLM apps
- Level
- Intermediate
- Format
- PDF · 36 pages · 9 chapters
- Pages
- 36
- Language
- English
- Delivery
- Emailed to you after payment, once on sale
- Licence
- Personal licence, personalised with your name
- Support
- aiwithpriyabrat@gmail.com
Who it's for¶
For: Engineers shipping LLM apps. Level: Intermediate.
What you get¶
| File | What it is |
|---|---|
LLMOps-Production-Guide-<your-name>.pdf | Light version, 36 pages, personalised with your name |
Highlights
- 36-page PDF in 9 chapters, personalised with your name
- Production code: Dockerfile, token rate limiter, CI eval gate
- A go-live checklist and 30+ interview answers
What's inside¶
- Production Dockerfile, secrets, health checks, Compose and the release playbook for prompts and models
- Serving open models: API vs self-host break-even, GPU memory and KV-cache maths, vLLM and Ollama step by step
- Safe caching, the semantic-cache trap, prompt caching and a token-based rate limiter you can reuse
- Langfuse tracing and feedback, a CI eval gate with GitHub Actions, and cost cut from 100% to 16% lever by lever
- LLM security (OWASP Top 10), a go-live checklist and 30+ model interview answers
Preview and sample pages¶
Real pages rendered from the PDF.
Requirements and compatibility¶
| You need | Any PDF reader — your web browser is enough |
| Works on | Desktop, tablet and phone |
| Format | PDF · 36 pages · 9 chapters |
| Pages | 36 |
| Paper size | A4 |
| Language | English |
How to use it¶
- Open the PDF in any PDF reader, including your web browser.
- It prints on A4 paper.
- Keep the delivery email: you can download the attachment again at any time.
What's included and what's not¶
Included
- LLMOps-Production-Guide-<your-name>.pdf
Not included
- A dark edition: this guide ships in a light edition only
- Separate code files: the code is printed in the PDF
- A printed copy: nothing is shipped
Licence¶
You get a personal, non-transferable licence: keep copies on your own devices, print it for your own use and use the code examples in your own projects. You may not share, resell, upload or distribute the files. Paid copies are personalised with the buyer's name and payment ID. Full wording: Terms, section 4.
Delivery and support¶
Not on sale yet. When it is, this is how it works:
- Pay on Razorpay's secure checkout (UPI, cards and the other methods it offers). We never see your card, UPI or bank details.
- Your copy, personalised with your name, is emailed to the checkout address — usually within 5 minutes, at most 24 hours.
- Nothing arrived? Check spam, then email us with your payment ID (it starts with
pay_) and it is sent again at no cost.
Shipping & Delivery Policy · Refund & Cancellation Policy
Support: email aiwithpriyabrat@gmail.com or use the contact page. We reply within 2 working days (Monday–Friday).
FAQ¶
When can I buy it?
It isn't on sale yet and there is no fixed date. Choose Notify me and you'll get one email when it launches.
How do I get it after paying?
Your copy is personalised with your name and emailed to the address you enter at checkout, usually within 5 minutes and at most 24 hours. Nothing is shipped physically.
Can I see it before I buy?
Yes. The free preview PDF shows the real layout and sample content, so you can check it first.
Do I need an account?
No. Checkout asks for your name and email, which are used to personalise and deliver your copy. Payment is handled by Razorpay; we never see your card, UPI or bank details.
Can I get a refund?
Because it's a digital file personalised for you, refunds aren't offered after delivery, except when it never arrives, the file is broken and we can't send a working copy, or you were charged twice or the wrong amount. Those are refunded in full.
Can I share it with my team?
The licence is personal and non-transferable, so each person needs their own copy. You can keep it on all your own devices and print it for yourself.
I lost the file. Can I get it again?
Yes. Email us with your payment ID (it starts with pay_) and it is sent again at no cost.
Related products¶
Free to start with: LLMOps notes (free)
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