Sonar reposted this
𝗪𝗵𝗮𝘁 𝗮𝗿𝗲 𝘁𝗵𝗲 “𝗰𝗼𝗱𝗶𝗻𝗴 𝗽𝗲𝗿𝘀𝗼𝗻𝗮𝗹𝗶𝘁𝗶𝗲𝘀” 𝗼𝗳 𝗹𝗲𝗮𝗱𝗶𝗻𝗴 𝗔𝗜 𝗺𝗼𝗱𝗲𝗹𝘀? Fascinating new State of Code report by Sonar: it turns out that every major LLM writes code with a distinct, measurable personality: • GPT-5 is the “baseline performer” – secure and logical, yet verbose and complex, trading simplicity for depth. • Claude Sonnet 4 is the “senior architect” – ambitious and elegant, but prone to high-severity bugs. • GPT-4o is the “efficient generalist” – balanced yet occasionally careless. • Llama 3.2 90B is the “unfulfilled promise.” • OpenCoder-8B is the “rapid prototyper” – fast, concise, and chaotic. The takeaway: “More capable” doesn’t always mean safer or cleaner. As reasoning power increases, risk shifts from obvious bugs to subtle concurrency and maintainability issues. In the era of AI-assisted software, we’ll need to evaluate not just accuracy but 𝒔𝒕𝒚𝒍𝒆, 𝒅𝒊𝒔𝒄𝒊𝒑𝒍𝒊𝒏𝒆, 𝒂𝒏𝒅 𝒓𝒊𝒔𝒌 𝒑𝒓𝒐𝒇𝒊𝒍𝒆 — because our new coding partners each come with their own “developer DNA.” #AIrevolution #ArtificialIntelligence #LargeLanguageModels #GenerativeAI