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Code Smarter, Not Harder

Greymatter

Enhancing AI Capabilities for Code Generation Tasks

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This chapter explores the challenges and strategies for improving AI agents' performance in complex coding tasks, emphasizing precise code specifications, code-specific model ownership, and fine-tuning tasks on top of base models. It also discusses the need for context awareness, optimizing for end-to-end coding, and addressing biases in machine learning models for code bases.

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