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State-of-the-Art Prompting for AI Agents

Y Combinator via YouTube

Overview

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Learn advanced prompting techniques for AI agents through insights from Y Combinator's work with hundreds of LLM-building founders. Discover why prompting remains critical for AI interactions, explore different prompt types including metaprompting, and examine real-world examples of both successful and failed prompts. Master techniques for creating longer, more effective prompts and understand how companies test for quality in production environments. Explore the forward deployed engineer model that founders are adopting, analyze the distinct personalities of different LLMs, and learn from rubric-based approaches to improve prompt reliability. Gain practical knowledge about making LLM outputs more useful and predictable through examples from companies like Parahelp, while understanding how vertical AI agents are successfully closing deals using these advanced prompting strategies.

Syllabus

0:00 Intro
0:58 Parahelp’s prompt example
4:59 Different types of prompts
6:51 Metaprompting
7:58 Using examples
12:10 Some tricks for longer prompts
14:18 Findings on evals
17:25 Every founder has become a forward deployed engineer FDE
23:18 Vertical AI agents are closing big deals with the FDE model
26:13 The personalities of the different LLMs
27:26 Lessons from rubrics
29:47 Kaizen and the art of communication
31:00 Outro

Taught by

Y Combinator

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