🎨Google Brings 'Vibe Design' to Its AI UI Canvas
Google just overhauled Stitch, turning its AI UI design tool into a voice-enabled infinite canvas that takes users from a rough idea to a clickable prototype — and coining the term "vibe design" for its new development workflow.
- —Stitch now runs on an infinite canvas where users feed in images, code, or briefs, plus an agent manager that juggles multiple design directions at once
- —A new voice feature in preview turns the tool into a hands-free design partner, able to take direction and make live edits mid-chat
- —Instant prototyping can turn static screens into interactive prototypes in seconds, while auto-generating logical next screens for the UI flow
- —A new DESIGN.md format lets teams port design rules between Stitch and coding tools, with each project getting a style system out of the box
Why it matters: Design has already changed completely in the AI era, but agentic capabilities are taking things to new levels. Stitch's upgrades let users move at AI-native speeds with easy integration into existing workflows.
♻️ MiniMax's New M2.7 Helped Build Itself
MiniMax launched M2.7, what the company calls its "first model which deeply participated in its own evolution" — writing its own training code, running autonomous improvement loops, and matching the scores of top Western models.
- —Early M2.7 versions were put to work on their own training, including writing improvement routines and tuning how the model learns from feedback
- —M2.7 ran 100+ cycles of autonomously analyzing its mistakes, rewriting code, and testing fixes — showing a 30% accuracy boost on internal benchmarks
- —On coding, M2.7 hit 56.2% on SWE-Pro and 55.6% on VIBE-Pro, putting it near Opus 4.6 and GPT-5.3-Codex for agentic engineering work
Why it matters: Self-evolving AI is one of the bigger next steps forward, and while we've heard rumblings from OpenAI, Anthropic, Google, and xAI, MiniMax is one of the first labs out of China to openly make the claim.
📝Generate an Actionable SEO Audit with AI
In this guide, you will learn how to run a full SEO audit on any website using AI and turn the results into a slide deck and a prioritized task list. We tested this method in Manus, Claude, ChatGPT, Gemini, and NotebookLM.
- —Step one: Prompt any AI tool to perform a comprehensive SEO audit of your target website, analyzing SEO, on-page optimization, content quality, and backlink profile, providing top 10 highest-impact fixes ranked by effort vs. results
- —Step two: Ask the AI to turn the audit into a slide deck under 10 slides, including executive summary, issues by category, and recommended action plan with priorities
- —Step three: Create an SEO workbook CSV listing all issues with columns for Issue, Category, Priority, How to Fix, and Affected Page URL
Why it matters: Giving AI tools browser access significantly improves results. Manus performed best on this task without any configuration.
⚖️ Microsoft 'Weighing' Legal Action Over Amazon-OpenAI Deal
Microsoft is reportedly considering legal action against Amazon and OpenAI, with sources telling the FT it will sue if a new $50B cloud deal between the two companies violates its exclusive contract to host the startup's models on Azure.
- —The dispute is over Frontier, OpenAI's new enterprise agent platform — also the anchor of a broader deal committing $138B in cloud spending to AWS
- —Microsoft dropped its exclusive hosting lock on OpenAI in October, but kept a clause that forces all developer access to OpenAI models to run through Azure
- —The FT's source said "We know our contract… We will sue them if they breach it", with another source adding "the last thing OpenAI needs is another court case"
- —OpenAI reportedly signed a new deal with AWS last week, which opened the door for the company's deployment with the Pentagon
Why it matters: Just when you thought the Microsoft-OpenAI relationship couldn't get more awkward, now there's a potential lawsuit to worry about. With an IPO looming and the Musk trial ongoing, OpenAI can't afford another legal fight.