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genai

3 posts with the tag “genai”

AST Grep and Transform

Automating code updates at scale can be tricky, especially when it comes to maintaining accuracy. Abstract Syntax Trees (AST) offer a powerful solution by allowing you to directly manipulate code structures without worrying about formatting inconsistencies. With tools like ast-grep and LLMs, you can locate, transform, and update code efficiently. This approach is ideal for tasks such as generating or updating function documentation in TypeScript projects. Curious how this works? Explore how AST-driven strategies can streamline your workflow.

Make it better!

Harnessing the power of the makeItBetter function in GenAIScript simplifies code refinement by automating improvement loops. By analyzing and enhancing your code in just a few steps, this tool maximizes efficiency without the need for manual optimizations. If you’re diving into AI-driven coding workflows, this approach offers a streamlined way to iterate and elevate your results.

LLM Agents

GenAIScript redefines how agents interact with users by integrating inline prompts and tools to enhance task execution. In this guide, we explore building a user-interaction agent that actively seeks user input, confirms decisions, and adapts based on user responses. By defining clear metadata, flexible agent behavior, and model configurations, developers can create agents that are both dynamic and intuitive. This approach not only simplifies user-agent communication but also emphasizes context-driven interactions for more accurate outputs. Check the GitHub link included for real-world implementation details.