imagine an ai agent changing 12 files in 2 minutes the feature works the tests pass but did it introduce a security flaw, duplicate existing logic, or break something nobody tested? generating code is one skill understanding what changed is another read more :something.cloud/blog/which-e…

AI agents aren't just getting better at answering questions. They're getting better at completing longer tasks. METR's 2025 research found that the length of software tasks AI agents could complete with a 50% success rate had been doubling roughly every 7 months in the tasks they studied. Read that again. This does NOT mean AI will become superintelligent on a predictable schedule. Extrapolating trends is risky. But it does raise a serious question: What happens when AI can handle projects that currently take humans days or weeks? We're watching a capability shift worth paying attention to. #AIResearch #Superintelligence

most ai tools can write one post. almost none can write five without sounding like a copy-paste job. what if one idea could become 5 different posts, and none of them sounded copied? we're building an internal tool with @somethingcloude solve exactly that. give it one guest post, and it adapts the content for linkedin, instagram, and everywhere else. right tone, right format, right context. we're dogfooding it internally right now. if it saves us hours every week, we're shipping it. best ai writing tool i've found: whichever one actually understands context. worst: any tool that thinks "adapted" means rewriting it once and posting it everywhere. if your content sounds identical on every platform, it's not repurposing. it's spam with extra steps. build with something.cloud