
AWS now allows vibe coding tool Superblocks to be embedded into the private clouds of AWS customers. It's another step towards decoupling apps from models.
Vibe-coding startup Superblocks announced a multi-year joint marketing agreement with AWS that embeds its tool within AWS customers' private clouds, allowing business users to create applications without data leaving their secure environments. The apps will use Amazon Aurora databases and integrate with Amazon Bedrock, falling under IT management and security rather than operating as unauthorized applications. This partnership reflects a broader trend where cloud providers are encouraging enterprises to use multiple AI models and keep their AI infrastructure within private clouds rather than relying solely on frontier AI labs. Enterprise customers increasingly prefer multi-model strategies across different providers to reduce costs and avoid vendor lock-in, making cloud-based vibe coding for business users an emerging category with momentum.

Long-running agents accumulate state that no transcript captures. A coding agent at step 10 holds edited files, a running dev server, installed packages, and a warm prompt cache. When it misreads a traceback and rewrites a file that was already correct, neither available recovery path is cheap: patching forward grows the context and the token bill, and restarting from step one re-pays every model and tool call while reproducing nothing exactly, because runs are non-deterministic. Jumping back t

New AI toolbars and prompts are showing up in Google Docs and Gmail. If you don’t want Gemini’s help in writing documents and emails, here’s how to turn that stuff off.

In October 2025, a storm brewed over the Caribbean Sea. Weather models differed on its trajectory. Would it remain weak and end up in Haiti, or would it intensify and head to Jamaica? Artificial intelligence model WeatherNext, developed by Google’s DeepMind and Google Research, went with the latter. Five days before landfall, it predicted with 80 percent confidence that the storm system would hit Jamaica as a Category 5 hurricane. Hurricane Melissa was catastrophic, causing flooding and landslid
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