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Advanced Context Engineering for Agents

Y Combinator via YouTube

Overview

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Learn advanced context engineering techniques for scaling AI coding agents in production environments through insights from Human Layer's founder Dexter Horthy. Discover why traditional back-and-forth prompting approaches fail in complex software projects and explore spec-first development methodologies that maintain team alignment. Master intentional context management strategies including compaction techniques, subagent implementation, and planning workflows that transform AI coding capabilities from prototype-level tools into production-ready systems. Examine practical case studies including Rust codebase fixes, explore context utilization optimization methods, and understand how strategic context control enables effective AI-assisted software development at scale.

Syllabus

00:09 - The Origin of Context Engineering
00:46 - Key Talks and Insights from AI Engineering
01:45 - Challenges with AI in Complex Systems
03:12 - The Shift to Spec-First Development
04:03 - Advanced Context Engineering for Coding Agents
04:48 - Intentional Compassion in Context Management
05:45 - Optimizing Context Utilization
07:27 - The Role of Subagents in Context Control
08:48 - Frequent Intentional Compaction
11:00 - Practical Implementation and Workflow
11:12 - Case Study: Fixing a Rust Code Base
11:59 - Insights on Effective Coding Practices
12:44 - Reviewing Features, Research, and Plans
13:30 - Conclusion and Future Directions

Taught by

Y Combinator: The Vault

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