- Big Data News Weekly
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- 👨💻 Developer’s guide to multi-agent patterns in Google ADK
👨💻 Developer’s guide to multi-agent patterns in Google ADK
🦾Plus: 🖼️ OpenAI launchs New Flagship AI Image Generator
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
📊200+ Free Datasets for Data Science, Machine learning, AI, NLP
🧠Persistent Memory Compression Tool for Claude Code
🔍Google's Open-source A2UI Protocol
⚡Letta Code - open-source first memory-first coding agent
👓 Meta adds hearing boost to smart glasses
⚡Google tests an email-based productivity assistant
💡 AI Tutorial:How to create a consultant quality strategy
🤖 AI Tools and Data Tools to checkout
Here’s a comprehensive breakdown of 8 production patterns for building agent teams. All backed by real architectural principles. Each pattern solves a specific problem: Sequential Pipeline – Data processing that needs predictable order. Parser extracts text, Extractor pulls structured data, Summarizer generates output.
The Future of Shopping? AI + Actual Humans.
AI has changed how consumers shop, but people still drive decisions. Levanta’s research shows affiliate and creator content continues to influence conversions, plus it now shapes the product recommendations AI delivers. Affiliate marketing isn’t being replaced by AI, it’s being amplified.
Presented below are datasets spanning a wide spectrum, catering to domains such as Data Science, Machine Learning, AI, NLP, Data Analysis, Analytics, Education, Computer Vision, Pricing Optimization, Classification, and Pre-Trained Models.
A Claude Code plugin just dropped that gives Claude real memory across sessions. Claude-Mem works like a persistent context layer that survives session crashes, context limits, and those annoying moments when you have to restart because you hit token caps.
AI agents can finally generate interactive UIs that feel native to your app. Google just open-sourced A2UI (Agent-to-User Interface), a protocol that lets agents stream rich UI components like forms, date pickers, and interactive cards directly to users across web, mobile, and desktop platforms.
Letta just dropped Letta Code, a memory-first CLI coding agent that actually remembers what you've worked on. Unlike typical coding agents that start fresh each session, this one persists memory across interactions, learns your codebase through an /init command, and can even capture reusable skills from past work.
Q4 is the perfect window to turn this year’s numbers into a clear, actionable forecast aligned with your goals. Set your business up for a stronger 2026 with BELAY’s new guide.
👨💻 Data Tools, Libraries
CC - Google's experimental AI productivity agent that emails you a daily briefing by analyzing your Gmail, Calendar, and Drive data.
Auditor - Antidote to vibe coding. It’s is a database-first static analysis tool that indexes your entire codebase into SQLite databases
VibeCSS - A Chrome extension that lets you modify CSS and HTML on any live website using natural language prompts. Select an element, describe the change, and AI applies it in real-time.
LLMs, GPTs... think your 5G can handle it all? Get connected with T-Mobile for Business Internet for all of your team's biggest AI projects.
AI News:
OpenAI released a new ChatGPT Images experience powered by a flagship image model that focuses on accuracy and speed. Users can edit uploaded photos with better detail preservation, from lighting and faces to layout and style. Text rendering is clearer, edits apply more reliably, and generation runs up to four times faster.
Introducing the first AI-native CRM
Connect your email, and you’ll instantly get a CRM with enriched customer insights and a platform that grows with your business.
With AI at the core, Attio lets you:
Prospect and route leads with research agents
Get real-time insights during customer calls
Build powerful automations for your complex workflows
Join industry leaders like Granola, Taskrabbit, Flatfile and more.
Meta announced that its Ray-Ban Meta and Oakley smart glasses will hear conversations better in noisy environments. The conversation-focus feature amplifies the voice of whoever you're talking to, Users adjust amplification by swiping the right temple or via settings. The capability targets busy restaurants, bars, commuter trains, and other crowded spaces where background noise interferes with conversation.
DoorDash has introduced Zesty, an AI-powered social app that helps users find local restaurants through conversational prompts and shared recommendations. Users can ask the chatbot for personalized suggestions, save and share favorites, and follow others’ dining posts.
Productivity is one space where companies keep wanting to experiment with AI assistants in the hope that they will save time for users, and as a result, they will want to use those assistants more. Google today launched one such experimental email-based assistant called CC through a Google Labs experiment.
Warner Bros. plans to reject Paramount's hostile takeover bid due to concerns about financing and other terms. The board will urge shareholders to reject the tender offer. It views the company's existing agreement with Netflix as offering greater value, certainty, and terms than what Paramount has proposed.
AI Tutorial
How to create a consultant quality strategy (in minutes)
Go to ChatAgency AI and click ‘Start a free trial’
Log in with Google, LinkedIn, or email
Enter your idea or problem statement
Sample Prompt: “Expand my Korean skin care brand to the US” OR
“Create an AI SAAS tool to help students with college applications"
Upload documents (if any) and hit generate (your detailed idea is created)
Use the navigation to choose and create deliverables such as market research, vision, personas, financial model, business requirements, and 15+ others.
Get advice from the Cofounder Chatbot (at bottom)
Export your summary or pitch deck - or any deliverable you want in a doc file
The best HR advice comes from those in the trenches. That’s what this is: real-world HR insights delivered in a newsletter from Hebba Youssef, a Chief People Officer who’s been there. Practical, real strategies with a dash of humor. Because HR shouldn’t be thankless—and you shouldn’t be alone in it.
🔥Top AI tools to increase productivity:
Alice - A native app that offers fast and reliable experience with models (OpenAI, Perplexity, Claude and more)
Linktopia - Community link-building for bloggers, entrepreneurs and startup brands to grow
VerifactAI is an AI fact-checking tool that allows you to fact-check your articles within a minute.
Undress AI Tool is a website that offers a deepnude application, allowing users to create modified images
Screenloop is the ultimate Talent Operations Platform, seamlessly integrating a next-gen ATS
Postlyy - All in one platform to create, schedule, and analyze content on X and LinkedIn
Auto Streamer, your digital alchemist turning ideas into engaging learning experiences
BeeDone is an innovative productivity app that marries AI technology with the art of gamification
View our database of all the best AI tools for your needs: aitoolsup.com
Have cool resources to share? Submit AI tool
A.I. Generated Image of the Day
👀 Fantasy worlds
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