Production LLM Engineering — Full Curriculum
Four live weekends. Saturday covers the concepts, Sunday is a guided build of that week's deployed project.
Week 1 - Day 1
From Traditional Software Engineering to LLM Engineering
Chapter 0 - Thinking Like an AI Engineer
- How AI Applications Differ from Traditional Software
- Where LLMs Fit in a Production Architecture
- The Engineering Lifecycle of an AI Feature
Chapter 1 - Communicating with an LLM
- Anatomy of an LLM API Request
- Messages and Conversation Structure
- Understanding API Responses
Chapter 2 - Designing Reliable Prompts
- Prompt Design as Software Design
- Giving Clear Instructions
- Examples, Constraints, and Output Expectations
- Prompt Injection Awareness
Chapter 3 - Understanding Model Behaviour
- Why the Same Prompt Produces Different Outputs
- Temperature, Sampling, and Determinism
- Choosing the Right Model
Chapter 4 - Producing Reliable Outputs
- Why Free-Form Text Breaks Applications
- Generating Structured JSON
- Validating AI Responses
Chapter 5 - Cost Engineering
- Understanding Token Economics
- Designing Cost-Efficient Prompts
- Estimating Production Costs
Chapter 6 - Building Resilient LLM Applications
- Failure Modes of LLM APIs
- Retry and Recovery Strategies
- Designing for Production Reliability
Week 1 - Day 2
PROJECT 1 - LLM Engineering
Week 2 - Day 1
TBC
Founding cohort pricing — locks after 30 seats.
Cohort Starts 15 Aug 2026
₹32,499 ₹19,499
40% founding cohort discount — one-time
✓ 4 live weekend sessions, 6:00–9:00 PM IST
✓ Recordings of every session if you miss one
✓ All code and datasets from every build
✓ Direct Q&A access during and between sessions
✓ All projects deployed and live
All projects deployed to a live endpoint — portfolio-ready.
Price returns to ₹32,499 once the founding cohort fills or the cohort starts — whichever comes first.