🚀 Top Tech Insights: Next.js, AI, Python & GraphQL!

Get the scoop on the latest Next.js update, AI in programming, and why a dev is over GraphQL. Plus, Python tips and more! ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ [SitePoint logo](~/AAAHUQA~/RgRoQJCgP0UgMjI4Y2NkYzNiNDhiMzU2Zjg5MDY4M2I3OTA0MGNjMmZEFGh0dHBzOi8vc2l0ZXBvbnQuY29tVwVzcGNldUIKZlGgC15mYtwI0VIbdHJpc3RyYW1iYWxkd2luOTFAZ21haWwuY29tWAQAAGQd) June 3, 2024 | [Read Online](~/AAAHUQA~/RgRoQJCgP0TbaHR0cHM6Ly9iZXJyaW1hLmVvY2FtcGFpZ24xLmNvbS93ZWItdmVyc2lvbj9lcD0yJmxjPTg3MDdlZTg2LTUyZjAtMTFlZS1hZjUyLTRiNTM4MmJhM2I5NCZwPWRhZjEwMjFhLTIxZDItMTFlZi1hMTVlLTI5NzdjMDIxNWIzYSZwdD1jYW1wYWlnbiZ0PTE3MTc0MzkzOTImcz05YmM3YTg3ZDIyMDgwMDY3MTdjMDM4OWMyMTM5ZDQyZTkyMDI3ZjNjZTQzYTgxMDgzZmMwZDU2ZGRkZGI0NzQ2VwVzcGNldUIKZlGgC15mYtwI0VIbdHJpc3RyYW1iYWxkd2luOTFAZ21haWwuY29tWAQAAGQd) SitePoint Source Welcome, Developers! 👋 From the latest in Next.js to navigating the AI-driven future of programming, we’re serving up insights you don’t want to miss. Plus, we’ve got some spicy takes on GraphQL and must-know Python tips for data scientists. Check out the world of retrieval-augmented generation and explore the coolest tools to boost your productivity. Happy coding and enjoy the read! 🚀 From our Sponsor: 🍦Vanilla 🍦A suite of apps to run your business. Say goodbye to support chaos with VanillaApps’ Inbox! 🎉 This free customer support tool organizes all your customer inquiries in one place, making it a breeze to manage and respond. Get your Inbox today and watch your customer satisfaction soar! [Start for free!](~/AAAHUQA~/RgRoQJCgP0UgODk0ZGJhMWJmODA3YThiMDcyNTk4MjQzNWViNWQ5YTlEGGh0dHBzOi8vdmFuaWxsYWFwcHMuY29tL1cFc3BjZXVCCmZRoAteZmLcCNFSG3RyaXN0cmFtYmFsZHdpbjkxQGdtYWlsLmNvbVgEAABkHQ~~) 🚀 Next.js 15 RC: What's Hot? The latest Next.js 15 RC is here, promising faster builds, better routing, and a bunch of new features for your next-gen apps. Think of it as your Swiss Army knife for React projects, now sharper than ever! [By Next.js team →](~/AAAHUQA~/RgRoQJCgP0UgMjdjYTgzM2RlNTQ2MTY4MDAwYWRmOGNiZDU5YWVkMmVEI2h0dHBzOi8vbmV4dGpzLm9yZy9ibG9nL25leHQtMTUtcmMvVwVzcGNldUIKZlGgC15mYtwI0VIbdHJpc3RyYW1iYWxkd2luOTFAZ21haWwuY29tWAQAAGQd) 👩‍💻 How does AI impact my job as a programmer? Chelsea Troy dives deep into how AI is reshaping the programmer's role. Spoiler: It's not all doom and gloom. Automation can mean more time for creative problem-solving and less time on mundane tasks. [By Chelsea Troy →](~/AAAHUQA~/RgRoQJCgP0UgMDcxN2RlZWMyMWU1NzlhZTc2Y2JmZmYwYjJhNTQ1YmJETWh0dHBzOi8vY2hlbHNlYXRyb3kuY29tLzIwMjQvMDUvMjYvaG93LWRvZXMtYWktaW1wYWN0LW15LWpvYi1hcy1hLXByb2dyYW1tZXIvVwVzcGNldUIKZlGgC15mYtwI0VIbdHJpc3RyYW1iYWxkd2luOTFAZ21haWwuY29tWAQAAGQd) 🐍 5 Python Best Practices for Data Science Level up your data science game with these Python tips: use virtual environments, type hints, Pydantic, profiling tools, and NumPy’s vectorized operations. Your future self will thank you. [By Bala Priya →](~/AAAHUQA~/RgRoQJCgP0UgYzEyMmE1MjY0MThhZmZkMzRmOGU2Y2RiMTRkYzkwZWFEQmh0dHBzOi8vd3d3LmtkbnVnZ2V0cy5jb20vNS1weXRob24tYmVzdC1wcmFjdGljZXMtZm9yLWRhdGEtc2NpZW5jZVcFc3BjZXVCCmZRoAteZmLcCNFSG3RyaXN0cmFtYmFsZHdpbjkxQGdtYWlsLmNvbVgEAABkHQ~~) 🐙 Why, after 6 years, I’m over GraphQL After six years, one dev shares why they’re moving on from GraphQL. Hint: it's about complexity and alternatives that fit better. Get the scoop on the pros and cons from someone who's been there, done that. [By Matt Bessey →](~/AAAHUQA~/RgRoQJCgP0UgY2Y3YTE5NTA3OTk2MTI5MDU4YjE2MTM4MzRiYWY1M2REN2h0dHBzOi8vYmVzc2V5LmRldi9ibG9nLzIwMjQvMDUvMjQvd2h5LWltLW92ZXItZ3JhcGhxbC9XBXNwY2V1QgpmUaALXmZi3AjRUht0cmlzdHJhbWJhbGR3aW45MUBnbWFpbC5jb21YBAAAZB0~) 📚 Retrieval-augmented Generation: Game-Changer or Hype? Retrieval-augmented generation promises to enhance AI by integrating real-time data, but does it live up to the hype? Latest at SitePoint - We break down the facts, the fiction, and everything in between. [By Kateryna and Olexandr →](~/AAAHUQA~/RgRoQJCgP0UgMzA0MDVlZGI0YjI2ZTM2ZmZmMmY0ODc0MTU0OWE4YzlEUGh0dHBzOi8vd3d3LnNpdGVwb2ludC5jb20vcmV0cmlldmFsLWF1Z21lbnRlZC1nZW5lcmF0aW9uLXJldm9sdXRpb24tb3ZlcnByb21pc2UvVwVzcGNldUIKZlGgC15mYtwI0VIbdHJpc3RyYW1iYWxkd2luOTFAZ21haWwuY29tWAQAAGQd) 🧰 The Toolbox Tools and products we're excited about today: Startkit AI Fast-track your AI project with a ready-made, scalable codebase made by a team with over 10+ years experience. Find more boilerplates like this at [Buildkits](~/AAAHUQA~/RgRoQJCgP0UgOTI0YTE4NjZlZTQ4NmViMDVjYzNlNzY4YzVkMzcxNjhEGmh0dHBzOi8vd3d3LmJ1aWxka2l0cy5kZXYvVwVzcGNldUIKZlGgC15mYtwI0VIbdHJpc3RyYW1iYWxkd2luOTFAZ21haWwuY29tWAQAAGQd). [Learn more →](~/AAAHUQA~/RgRoQJCgP0UgNWRkOGFlNzM1YjkyNmFlOTU1NTJjMWM4M2FmZTgwMGVELWh0dHBzOi8vd3d3LnByb2R1Y3RodW50LmNvbS9wb3N0cy9zdGFydGtpdC1haVcFc3BjZXVCCmZRoAteZmLcCNFSG3RyaXN0cmFtYmFsZHdpbjkxQGdtYWlsLmNvbVgEAABkHQ~~) Codate Simplify date formatting in any programming language. Choose your language, pick a date format, and instantly get the code you need. [Learn more →](~/AAAHUQA~/RgRoQJCgP0UgOTE1NTllZDkzMDQyYTY0OWI5ZTEzMThiOGFlNWRjYTJEKGh0dHBzOi8vd3d3LnByb2R1Y3RodW50LmNvbS9wb3N0cy9jb2RhdGVXBXNwY2V1QgpmUaALXmZi3AjRUht0cmlzdHJhbWJhbGR3aW45MUBnbWFpbC5jb21YBAAAZB0~) Tonic Ephemeral Generate realistic populated test databases in seconds. Perfect for devs who need safe, high-quality data for development and testing without compromising user privacy. [Learn more →](~/AAAHUQA~/RgRoQJCgP0UgYzhhYWQ5ODM5NDBmNWNjNzNhMzQ1MzhmNzA3YjIxYzdEPWh0dHBzOi8vd3d3LnByb2R1Y3RodW50LmNvbS9wcm9kdWN0cy90b25pYy1haSN0b25pYy1lcGhlbWVyYWxXBXNwY2V1QgpmUaALXmZi3AjRUht0cmlzdHJhbWJhbGR3aW45MUBnbWFpbC5jb21YBAAAZB0~) StarSearch Your AI copilot for navigating Git history. Quickly search, understand, and visualize code changes across all your repositories. Make Git smarter and faster—boost your productivity and navigate your code history with ease. [Learn more →](~/AAAHUQA~/RgRoQJCgP0UgN2VkYzkzODRhYmFiZWNkNzAzZjY4MWY3MzEzZGRhNzBELGh0dHBzOi8vd3d3LnByb2R1Y3RodW50LmNvbS9wb3N0cy9zdGFyc2VhcmNoVwVzcGNldUIKZlGgC15mYtwI0VIbdHJpc3RyYW1iYWxkd2luOTFAZ21haWwuY29tWAQAAGQd) 🍦A suite of apps to run your business. Say goodbye to support chaos with VanillaApps’ Inbox! 🎉 This free customer support tool organizes all your customer inquiries in one place, making it a breeze to manage and respond. Get your Inbox today and watch your customer satisfaction soar! [Start for free →](~/AAAHUQA~/RgRoQJCgP0UgODk0ZGJhMWJmODA3YThiMDcyNTk4MjQzNWViNWQ5YTlEGGh0dHBzOi8vdmFuaWxsYWFwcHMuY29tL1cFc3BjZXVCCmZRoAteZmLcCNFSG3RyaXN0cmFtYmFsZHdpbjkxQGdtYWlsLmNvbVgEAABkHQ~~) Come say hi! SitePoint’s community is a place where you can come to talk tech, development, and design. Join us today and get involved with other members who share your interests in tech! [Join now→](~/AAAHUQA~/RgRoQJCgP0UgOGFhMzA5MTZlNDI3NzUzNjkyYzE1ZWJjNjg2NWQ3NzVEJGh0dHBzOi8vd3d3LnNpdGVwb2ludC5jb20vY29tbXVuaXR5L1cFc3BjZXVCCmZRoAteZmLcCNFSG3RyaXN0cmFtYmFsZHdpbjkxQGdtYWlsLmNvbVgEAABkHQ~~) That's a wrap for today! 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