Everything You Need to Know About Context Engineering in 40 Minutes | Ravi Mehta

Everything You Need to Know About Context Engineering in 40 Minutes | Ravi Mehta

Author: Peter Yang May 3, 2026 Duration: 38:49

Ravi is a top AI instructor and former CPO of Tinder. In our episode, he did a live demo of using his 3-layer context engineering system (functional, visual, data) to build a beautiful music app instead of the usual AI slop. You’ll never build with AI the same way again after learning about Ravi’s approach.

Ravi and I talked about:

(00:00) Why most AI prototypes feel like slop

(01:08) Context engineering, explained from first principles

(05:12) Layer 1 demo: Functional context

(09:38) Layer 2 demo: Visual context

(13:31) Layer 3 demo: Data context

(15:47) Building a custom MCP server in Claude Code

(19:54) The full stack prompt: all 3 layers in one shot

(24:21) Why separating the data layer is the real unlock

(28:59) Should PMs prototype or just ship to production?

(33:51) Where PRDs still fit in AI native product development


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📌 Get the takeaways: https://creatoreconomy.so/p/three-layer-system-for-context-engineering-ravi-mehta

Where to find Ravi:

X: https://x.com/ravi_mehta

Website: https://www.ravi-mehta.com/


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For anyone building the future, Behind the Craft is a conversation with Peter Yang that moves beyond theory and into the tangible details of creation. This podcast lives in the messy, rewarding space where ideas become real products. Each episode is built on candid interviews with experts who have been in the trenches, dissecting the pivotal decisions, the unexpected hurdles, and the hard-won lessons that rarely make it into a polished case study. You’ll hear the unvarnished stories behind the features and companies shaping our world, focusing on the practical frameworks and mental models that effective product leaders and creators rely on daily. It’s about understanding the craft from the inside out-the strategic shifts, the team dynamics, the user insights that truly move the needle. Tune in for a direct, no-fluff dialogue designed to accelerate your own journey, providing actionable guidance you can apply immediately to level up your own work. This is where the blueprint meets the build.
Author: Language: English Episodes: 100

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