Context Engineering Workshop tomorrow 8am PST!

🚨 Happening tomorrow!

Join me for a 1.5-hour live workshop on Context Engineering: The Hidden Lever of AI Performance.

This session goes beyond prompts to show why context—not the model—is the real bottleneck in LLM systems, and how mastering it can dramatically improve performance, scalability, and cost efficiency across chatbots, agents, search, and enterprise workflows.

What is Context Engineering?
It’s the discipline of designing what the model sees before it generates an answer. While prompt engineering focuses on how you ask, context engineering determines what information the model gets to think with. It’s the bridge between knowledge and reasoning—and the key to unlocking real model intelligence.

Why it matters:

• If you’re a hands-on builder, AI engineer, or software developer, this is the missing layer that turns your prototypes into production-ready systems. You’ll learn to use RAG, summarization, and memory to make your LLMs faster, smarter, and cheaper.

• If you’re a product manager, it helps you design AI experiences that are accurate, explainable, and scalable—without wasting tokens or compute. It’s how you turn a cool demo into a real product.

• And if you’re a leader, understanding context isn’t just technical—it’s strategic. It’s what separates teams experimenting with AI from those building enduring, high-performance systems.

You’ll learn:
→ Key LLM terminologies: context window, temperature, top-p, top-k
→ Where prompt engineering fails and context engineering begins
→ The complete Context Engineering Toolkit: Summarization, Pruning, Query Rewrite, RAG, Context Offloading, Isolation
→ How to use Memory as Context and design persistent systems
→ Practical cost levers and failure modes across real-world use cases

We’ll end with a live build and demo, showing how to apply these techniques step-by-step to optimize your own applications.

By the end, you’ll not only understand how context impacts AI performance—you’ll have the skills to engineer smarter systems and build portfolio projects that truly stand out.

🎟️ Save your seat and level up your LLM game: https://topmate.io/aishwarya_srinivasan/1774817