For situations like this, provide instructions to GPT4 on what particular coding practice, or style you’d like it to focus on. Prompt: Review the following code and refactor it to make it more DRY and adopt the SOLID programming principles. Note with the same input it has adopted the ...
How to refactor applications: key strategies Refactoring has to balance technical improvement with operational stability. These are key steps in the process: Assess and plan The first step is to identify areas of the codebase that require improvement. This includes resolving technical debt, addressing...
The Nvidia L4 Tensor Core GPU: not much to look at, but crazy-fast AI inference! Go forth and experiment One of the reasons I refactored the demo apps was that notebooks allow an interactive, experimental approach. You can run the code in a cell, make a change, then re-run it to ...
Sometimes, we need to refactor code when a new design comes in, or it becomes necessary to tidy up old code to improve readability as a project grows. This can be a challenging and time-consuming task, especially since it can introduce bugs. JetBrains AI Assistant streamlines this work for...
A field guide that also covers why we need to rethink our expectations, and what software engineering really is. A guest post by software engineer and engineering leader Addy Osmani
Bonus: refactor and optimize the RAG system Build a scalable RAG ingestion pipeline using 74.3% less code Build Multi-Index Advanced RAG Apps Install & Usage To understand how to install and run the LLM Twin code, go to theINSTALL_AND_USAGEdedicated document. ...
Granted, this isn’t the best way to handle your data, but I hope it demonstrates whyprop drilling sucks. So how can the Context API in React.js help us avoid this? Introducing the Context Web Store Let’s refactor the app and demonstrate what it can do. In a few words, the Context...
Refactoring test with OpenAI o1 models, claude-3.5-sonnet and gpt-4o This repo contains a test of how well state-of-the-art LLMs are able to refactor code. The setup: Cursor and its chat was used in interacting with the models. The main branch contains an imaginary, a bit of a gibb...
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a significant reduction in complexity through its well thought abstractions, as well as enabling a very high level of flexibility. By changing a single line of code, for example, the vector store or the AI services used can be replaced without...