# Bookmarked: LLM's place in the development toolchain

- Author: @gurupanguji
- Date: 2025-08-07
- URL: https://gurupanguji.com/blog/2025/08/07/llms-place-in-the-development-toolchain/
- Categories: link, ai
- Tags: ai, development, llm, models, programming

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> This is a long-winded way of saying that this entire transformation went through code. It's a pipeline that starts with human input, produces code, does an LLM as a judge step and iterates. And you can take this transformation and apply it to a general task as well.

*Source:* [Tools: Code Is All You Need](https://lucumr.pocoo.org/2025/7/3/tools/)

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<p>This is an unlock I've also personally had. Determining where to use the LLM in your toolchain is going to be a continuous, changing process. However, right now, for me - it's at a place where it can generate code, be used to evaluate a process and then orchestrate within set parameters. </p>
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<p>Where this helps me mostly is in the code generation part. Where it's not gotten close to solving problems is thinking better / harder than me. Yet. </p>
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