- Big Data News Weekly
- Posts
- 🤖 How AI Coding Agents Work
🤖 How AI Coding Agents Work
🦾Plus: LG’s Home Robot Is Coming
In partnership with
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
🗄️NoSQL Predictions for 2026
🧠Small AI Model Outperforms Giants 100× Its Size
🧩Three levels to compose R functions
📉 Broken Chart: 9 Visualization Alternatives
🦸 ClickUp Launched “Super Agents”
🤖 Microscopic Robots That Think
đź’ˇ AI Tutorial:How to use Claude Connectors to control apps with prompts
🤖 AI Tools and Data Tools to checkout
A breakdown of the layered LLM architecture, compression tricks, and multi-agent systems behind tools like Claude Code and Cursor. Understanding how they work under the hood can help developers know when (and if) to use them, while avoiding common pitfalls.
Turn AI Into Extra Income
You don’t need to be a coder to make AI work for you. Subscribe to Mindstream and get 200+ proven ideas showing how real people are using ChatGPT, Midjourney, and other tools to earn on the side.
From small wins to full-on ventures, this guide helps you turn AI skills into real results, without the overwhelm.
By 2026, key predictions for the NoSQL landscape point to deeper integration with AI and machine learning, strong market expansion, and a growing focus on hybrid data models that blend the flexibility of NoSQL with the reliability and analytical strengths of SQL.
Liquid AI released LFM2-2.6B-Exp, an open-source experimental model with 2.6B parameters. It’s being called the strongest 3B model, aiming for high-level reasoning on edge devices without needing massive size.
Maybe few people who use R have forgotten already that R is functional by heart. R has Python dogma OO system, thanks to Reference Class (RC) and R6. R functions can be treated as Lisp’s macros, where it can let you meddle the function and abstract syntax tree (AST) of the function call…R has few ways to compose a function, divided by three (3) levels:
Why column charts are inappropriate for temperature? Well, column charts are used to show magnitude, with height being the visual variable used for encoding, and the zero-baseline is essential. They are typically used for ratio scale or absolute quantity data (e.g., population, sales, frequency counts). The height of the column is directly proportional to the value, allowing for easy, accurate comparison of ratios (e.g., one bar being twice as tall means the value is twice as large).
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
vet (GitHub Repo): vet is a command-line tool that acts as a safety net for the curl | bash pattern.
Code Sandbox MCP: A self-hosted MCP server that enables AI agents to execute Python and JavaScript code in Docker/Podman containers on your local infrastructure
Inbound: An email management API that lets you programmatically create email addresses and route incoming messages to AI agents, webhooks, or forwarding destinations.
AI News:
LG is bringing a humanoid robot to CES 2026 that actually does your chores. CLOiD has dexterous arms, smart sensors, and AI that reads your emotions and adjusts to your routines. LG calls it “Affectionate Intelligence.”
See every move your competitors make.
Get unlimited access to the world’s top-performing Facebook ads — and the data behind them. Gethookd gives you a library of 38+ million winning ads so you can reverse-engineer what’s working right now. Instantly see your competitors’ best creatives, hooks, and offers in one place.
Spend less time guessing and more time scaling.
Start your 14-day free trial and start creating ads that actually convert.
AgiBot launched Qingtian Rent, a platform that rents humanoid robots for weddings, concerts, trade shows, and business meetings. They’re already operating in 50 cities across China.
These AI agents live inside your workspace with full access to docs, chats, and projects. You can @mention them in threads to schedule meetings, fix bugs, or answer questions, , and they run 24/7 in the background.
Researchers crammed a processor, memory, and sensors into a robot 200 micrometers wide. It’s the first truly autonomous machine at this scale. Operating at the scale of many biological microorganisms, the robots could advance medicine by monitoring the health of individual cells and manufacturing by helping construct microscale devices.
Anthropic and The Wall Street Journal’s “Project Vend” tested whether an AI could run an office vending machine on a $1,000 budget. The AI was manipulated by people and bankrupted the business within three weeks, so the experiment was shut down.
AI Tutorial
How to use Claude Connectors to control apps with prompts
Claude Connectors let you connect Claude to tools you already use and control them with plain language. No coding needed, just tell Claude what to do.
Note: Connectors are only available on paid Claude plans.
Click the search and tools button in Claude.
From the menu, choose Add Connectors.
Look through the list of Connectors available and pick one that fits your needs.
Click the plus (+) icon next to the Connector you want.
Review and approve any access permissions required.
Find the Connector you want to turn on from the search and tools drop-down menu. Use the toggle switch to activate it.
With your Connector enabled, simply type what you want Claude to do, just like always. The output will vary based on the Connector you've enabled and the instructions you've provided.
Easy setup, easy money
Your time is better spent creating content, not managing ad campaigns. Google AdSense's automatic ad placement and optimization handles the heavy lifting for you, ensuring the highest-paying, most relevant ads appear on your site.
🔥Top AI tools to increase productivity:
Nectar AI is an AI companion platform where users can create and roleplay
FeatureShark is an all-in-one platform designed to revolutionize how you collect and manage customer feedback.
BeadPattern, AI-powered perler bead pattern maker with smart color matching.
Brandmaven is a brand intelligence platform for marketers, powered by AI.
SEOzilla - Let AI Transform Your SEO: Publish Articles That Rank Every Day
SellerPic is an AI SaaS platform purpose-built for e-commerce sellers
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
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
đź‘€ Christmas Trees Inspired by famous architects
Recommended reading:
SPONSOR US
Get your product in front of Big Data & AI enthusiasts
Our newsletter is read by thousands of tech professionals, investors, engineers, managers, and business owners around the world.
Interested in Sponsoring the Big Data News Weekly Newsletter?Get in touch today
What did you think of today's email?Your feedback helps me create better emails for you! |