For the longest time since its launch, ChatGPT was the go-to place for most software engineers who wanted AI integration into their workflow. However, in the last 2 months, many software developers have now turned to Claude 3.5 sonnet (much more than ChatGPT) to generate code and perform regular troubleshooting. The productivity boost with Claude’s 3.5 sonnet is significant. Where once a startup app required a team of 5 developers, it can now often be built single-handedly. Tools like Cursor AI, which integrates the latest version of Claude, are doing much of the heavy lifting. As a result, many software engineers find their work simplified, and their productivity has increased up to fivefold.
Rise of AI Code-gen Tools
Tools integrating Claude 3.5 sonnets as their foundation model are propping up daily. These tools work by simplifying the entire coding process by predicting the next line of code, debugging mistakes in already written code, or writing entire code from just a single prompt. Right now, the best tool out there is Cursor AI.
It works like magic: assume you want to build a Chrome extension to show relevant info like protein grams per UK pound, protein to carbs ratio, or protein grams per 100 calories for any product.
The development process is surprisingly swift, thanks to Cursor AI. The process starts by finding a website that sells food products and then scrapping the website pages’ body HTML. Afterward, dump the page’s body HTML to Cursar AI and select Cluade 3.5 sonnet as your model to identify the selectors for the desired nutritional information. Claude’s extensive context window(200K) makes it ideal for this task, eliminating the need for manual coding to extract data. It generated a base script that handled the extraction seamlessly, setting the groundwork for the extension.
Once the base script is ready, the next step is to scaffold a Chrome extension folder. The user can then refine the extension using the Cursor AI editor. This editor helps tackle any edge cases and design a user-friendly interface.
The UI should be versatile enough to work across various online stores, with the only requirement being the HTML selectors for those sites. The fact that this entire process only requires knowledge of prompting using normal language proves the golden age of programming has begun.
Tools like Cursor AI revolutionize the development process by integrating powerful models like Claude 3.5 sonnet, allowing for significant efficiency gains. For software engineers in search of reliable tech equipment, the Dell Optiplex 9020 premium processor offers exceptional performance, making it an excellent choice for handling the demanding tasks associated with running such AI tools. With its robust capabilities, it ensures smooth operation and maximizes productivity, fitting seamlessly into a modern developer’s workflow.
Cost of Using Claude 3.5 Sonnet
Running AI models used to be very expensive, but lately, the costs have significantly gone down, opening up the field. Currently, Claude 3.5 Sonnet only costs .75 per million tokens of input and per million tokens of output. Keep in mind that 1 million tokens of output is like generating 50,000 to 200,000 lines of code. This is how cheap AI has become. This means it opens the programming and software engineering field to even those with little or no experience.
Take, for example, the development of online slots in the casino industry. This process typically takes months, if not years, and costs may run into millions of dollars due to the difficult task of coding and testing involved. With the recent drop in AI model costs—Claude 3.5 Sonnet now charges just .75 per million tokens of input and per million tokens of output—this process will surely become more affordable.
Generating up to 200,000 lines of code for a fraction of the previous cost enables rapid prototyping and development. This cost reduction democratizes the hardest part of software development, allowing even those with limited experience to tackle complex projects, such as creating top online slots. As a result, the online casino industry can explore new online slot ideas and bring them to market more swiftly and economically.
