- AI: Beyond the Buzz
- Posts
- 🎯 Prototype to Production
🎯 Prototype to Production
+ State of Generative Media

Hey folks,
The 2025 State of Generative Media report is out, and it confirms what most of us already feel, AI is reshaping how media gets made. Over half of creators now use AI for image, video, or sound generation, and nearly 70% say these tools have become part of their daily workflow. While most love the creative speed boost, many also admit they’re worried about authenticity and ownership. It’s a creative boom, but with a side of existential dread.
Let's dive in..

🖥️ Introducing Vibe Coding in Google AI Studio

🐝 The Buzz: Google's new AI Studio lets you build and deploy multimodal AI apps by describing the app you want, and Gemini generates a working prototype with UI, backend logic, and model integration built in. Click deploy, and you've got a live Cloud Run URL to share. The killer feature is annotation mode. Highlight any UI element and tell Gemini "make this button blue" or "animate the image from the left" and it updates the code in real-time.
Modular "superpowers": Add capabilities like web search, image generation, or video creation to your app by selecting model integrations.
Secret variables for API keys: Securely store credentials for third-party services without hardcoding, enabling integration with external APIs.
Cloud Run deployment: Single-click deployment generates live URL, handles scaling and infrastructure automatically.
Application gallery: Browse pre-built templates and community examples in the Build section at ai.studio/apps
💡 Takeaway: If you're prototyping AI features or building internal tools, AI Studio compresses the development cycle from days to minutes. Engineering teams can validate AI product ideas without writing deployment infrastructure. Google's competing with Replit Agent and Cursor by making Gemini the development environment itself.

Together with Rippling
Software sprawl? That’s SaaD.
Software was supposed to make work easier. Instead, most teams are buried under it.
That’s SaaD – Software as a Disservice. Dozens of disconnected tools waste time, duplicate work, and inflate costs.
Rippling changes the story. By unifying HR, IT, and Finance on one platform, Rippling eliminates silos and manual busywork.
HR? One update applies to payroll, benefits, app access, and device provisioning instantly.
Finance? Close the books 7x faster with synced data.
IT? Manage hundreds of devices with a single click.
Companies like Cursor, Clay, and Sierra have already left outdated ways of working behind – gaining clarity, speed, and control.
Don’t get SaaD. Get Rippling.

🛠️ Mistral AI Studio Handles The DevOps Layer

🐝 The Buzz: Mistral launched AI Studio with fault-tolerant agent runtime on Temporal, full observability tooling, and AI Registry for versioned model/dataset governance. Built on Temporal for stateful execution, it tracks every interaction, regression, and lineage change across your entire AI stack. The architecture centers on three pillars: Observability (traffic filtering, dataset building, evaluation "Judges"), Agent Runtime (Temporal-based execution with audit trails), and AI Registry (versioned catalog for agents, models, datasets, workflows).
Temporal-based agent runtime: Stateful execution with built-in fault tolerance, maintains detailed audit trails even during failures
Observability Explorer: Filter production traffic, identify regressions automatically, build evaluation datasets from real-world usage with custom "Judges"
AI Registry: Centralized system tracking lineage, ownership, versioning, and access controls across agents, models, datasets, and workflows
Hybrid deployment: Supports hosted, dedicated, and self-hosted environments with full data ownership whether cloud or on-prem
💡 Takeaway: If you're running production AI systems, Mistral's solving the observability and governance problems most platforms ignore. Temporal integration means your agents survive failures without manual retry logic.


💻️ How to Analyse A Competitor Website in ChatGPT Atlas

Download and Install ChatGPT Atlas
Sign in
Go to your competitors website
Prompt the following
Analyze this competitor's website and identify their top 3 value propositions and pricing strategy.
🐝 AI buzz bits
in 2025, a solo founder can:
- build ai apps (cursor)
- do market research (okara)
- automate workflows (zapier, make)
- grow an audience (x, tiktok, linkedin)
- run email campaigns (beehiv, substack)
- accept payments globally (stripe, paypal)
- find and email leads at scale— Okara (@askOkara)
5:55 AM • Oct 27, 2025
🤑 OpenAI is gearing up to turn ChatGPT into an ad platform, targeting 700 million weekly users. With a new team on board for campaign management and ad integration tools, brands may soon have the chance to promote directly within the chat interface.
🤖 China's military is stepping up its game with AI-powered robot dogs and drone swarms, all thanks to the DeepSeek system. Norinco's P60 combat vehicle runs autonomous ops at 50 km/h, while Beihang University coordinates drone swarms for low/slow threat targeting.
🎵 OpenAI is developing a music generation tool that could rival Suno and MusicLM. The system generates soundtracks from text or audio prompts, adding guitar to vocals or full music to videos.

🔥 AI productivity tools
For a full list of 1000+ AI tools, visit our Supertool Directory

🤘 Wed Vibes


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