Apple Plans Its Own “Vibe-Coding” Platform in Partnership with Anthropic

Apple has encountered several challenges in developing its own AI solutions recently, so it’s perhaps unsurprising that the company is turning to external expertise. According to the latest reports, Apple has decided to join forces with Anthropic to create a revolutionary “vibe-coding” software platform that uses generative AI to write, edit, and test programmers’ code.

The Claude Sonnet model will reportedly be integrated into Xcode, Apple’s primary software development environment. This unexpected partnership departs from Apple’s usual in-house approach to core technology development. Bloomberg reported on May 2 that, while Apple intends to bring the platform in-house, it has not yet decided whether to make it publicly available.

This collaboration follows Apple’s earlier attempt to build its own AI coding assistant, Swift Assist, which was delayed by issues such as hallucinations and slow performance. Swift Assist currently works alongside third-party tools like GitHub Copilot and ChatGPT, both of which are already integrated into Xcode to provide additional AI-powered support.

The term “vibe-coding” was coined in February 2025 by Andrej Karpathy, co-founder of OpenAI and former head of AI at Tesla. It describes a programming paradigm in which developers describe a problem in natural language, and a large language model tuned for coding translates that description into traditional source code. In this model, the programmer’s role shifts from manual coding to overseeing, testing, and refining AI-generated code.

A key aspect of vibe-coding is that users often accept code without fully understanding it. As AI researcher Simon Willison noted, “If an LLM has written every line of code, but you have reviewed, tested, and understood it all, that is not vibe-coding in my opinion—it’s using an LLM as a typing assistant.”

Karpathy describes his own method as conversational: he issues voice commands while the AI generates the actual code. He admits that, although the technique has limitations—especially in error correction—it’s “not too bad for throwaway weekend projects,” and he finds it “quite fun.”

The partnership will leverage Anthropic Claude’s 3.5 Sonnet model, which has become popular among developers for coding tasks. The model delivers excellent performance and versatility: it runs twice as fast as its predecessor while maintaining high cognitive capabilities. Optimized specifically for software development—from code migrations and bug fixes to compilations—it excels in both design and solving complex coding challenges. With a context window of 200,000 tokens, it enables comprehensive code analysis and generation.

For developers, this collaboration could transform workflows. The vibe-coding paradigm promises to allow even amateur programmers to build software without the extensive training traditionally required. However, for complex projects, the expectation is that vibe-coding will produce initial concepts; if those prove viable, developers will reimplement them in the conventional way, since AI-generated code is not yet fully maintainable. By using advanced AI models like Claude Sonnet, developers can spend less time writing code and more time tackling higher-level problems and creative solutions. 

Share this post
Gemini Advanced Strengthens GitHub Integration
There is no shortage of innovation in the world of AI-based development tools. Google has now announced direct GitHub integration for its premium AI assistant, Gemini Advanced. This move is not only a response to similar developments by its competitor OpenAI, but also a significant step forward in improving developer workflows.
Fake AI video-generation platforms pose a serious threat
Cybersecurity researchers have discovered a new, sophisticated attack method aimed at users of AI tools. Known as the Noodlophile Stealer, this previously unknown malware is spread through fake AI video-generation websites promoted in Facebook groups and on other social media. The attack plays on growing interest in AI content creation and tricks victims with promises of advanced video editing so they will install the malware. It combines social engineering with technical tricks to steal sensitive information—like browser passwords and cryptocurrency wallet data—via a Trojan.
JetBrains Mellum Is Now Open Source
As of April 30, 2025, JetBrains has taken a major step forward in AI by open-sourcing Mellum, its custom language model for code completion. Previously available only in JetBrains’ commercial products, this 4-billion-parameter model is now freely accessible on Hugging Face, opening new doors for researchers, educators, and development teams.
Trends in the Use of LLMs in Development Based on Anthropic's Survey
Anthropic is a leading company in artificial intelligence research and development, best known for its large language model, Claude. The Claude.ai and Claude Code product lines have become especially popular among software developers in recent years due to their strong code generation abilities and excellent performance in automation.