📊 How We Built It: Real-Time Analytics for Stripe Billing

🦾Plus: 🚀 Sam Altman's SpaceX rival

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?

  • 🏷️Data Classification Best Practices to Improve Your Business Workflow

  • 🚨Real-Time Anomaly Detection with Apache Flink

  • 🧠Use Agent Skills with Deep Agents

  • 📘The Ultimate Guide to Writing Good CLAUDE.md

  • 🍪 Nvidia wins lobbying battle over AI chip exports

  • 🧑‍ Meta hires Apple’s Alan Dye to lead AI design studio

  • 💡 AI Tutorial:Create Killer Small Business Ads With AI

  • 🤖 AI Tools and Data Tools to checkout

We’ve developed a new, real-time streaming analytics system for Stripe Billing. Now when customers use the Stripe Dashboard to explore and visualize subscription metrics such as monthly recurring revenue (MRR) growth, churn rates, trial conversion rates, and more, they’re getting data that reflects any new subscription activity with latency as low as 15 minutes…

Know what works before you spend.

Discover what drives conversions for your competitors with Gethookd. Access 38M+ proven Facebook ads and use AI to create high-performing campaigns in minutes — not days.

All modern businesses manage data to a certain extent, regardless of the industry or niche. Some have enormous data flows, while others manage minimal volumes of information. However, they all do have one thing in common – this data needs to be properly handled and classified.

A critical payment service has started to fail, but only for a small percentage of users…By the time a report flags the revenue dip tomorrow morning, the damage will be done. What you need is a system that watches the data as it flows, understands what “normal” looks like, and flags a problem the instant it deviates…The goal is to move beyond analyzing historical reports and start catching these glitches as they occur.

LangChain just added Anthropic's skills pattern to their deepagents-CLI, letting agents load instructions dynamically instead of cramming everything into context upfront. The approach is simple: rather than defining dozens of specialized tools, you give agents access to a computer with folders of markdown files containing task-specific instructions.

HumanLayer has published a very insightful guide on why most CLAUDE.md files fail and how to write one that actually works. The core issue is that developers treat these files like configuration dumps, stuffing in every possible command, style guideline, and edge case instruction. But research shows LLMs can only reliably follow 150-200 instructions before performance degrades, and Claude Code's system prompt already uses up about 50 of those slots.

Right on the heels of announcing Nova Forge, a service to train custom Nova AI models, Amazon Web Services (AWS) announced more tools for enterprise customers to create their own frontier models. AWS announced new capabilities in Amazon Bedrock and Amazon SageMaker AI at its AWS re:Invent conference on Wednesday. These new capabilities are designed to make building and fine-tuning custom large language models (LLMs) easier for developers.

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

think-cell integrates seamlessly with Microsoft Office on both Windows and Mac. Secure architecture ensures deployment is fast and reliable, so your teams can start maximizing their productivity immediately.

Automatisch
The open source Zapier alternative. Build workflow automation without spending time and money.

MusicLM
Generating Music From Text.

precloud
An open source command line interface that runs checks on infrastructure as code to catch potential deployment issues before deploying. 

AI News:

Sam Altman has explored the possibility of acquiring or partnering with a rocket company to compete with Elon Musk's SpaceX. He has reached out to at least one rocket maker already. There were talks around a series of equity investments, but the talks are no longer active. OpenAI recently declared a 'code red' to improve ChatGPT. As a result, the company is delaying the rollout of other products.

Learn how to make every AI investment count.

Successful AI transformation starts with deeply understanding your organization’s most critical use cases. We recommend this practical guide from You.com that walks through a proven framework to identify, prioritize, and document high-value AI opportunities.

In this AI Use Case Discovery Guide, you’ll learn how to:

  • Map internal workflows and customer journeys to pinpoint where AI can drive measurable ROI

  • Ask the right questions when it comes to AI use cases

  • Align cross-functional teams and stakeholders for a unified, scalable approach

The US Congress has removed the GAIN AI law from the must-pass annual defense bill, delivering a significant lobbying victory for Nvidia and AMD. The proposed legislation would have required AI chipmakers to prioritize American customers before selling advanced chips to China and other embargoed nations.

Meta has brought on longtime Apple design leader Alan Dye to head a creative studio inside Reality Labs, marking one of its most high-profile design hires to date. The studio will merge design, fashion, and technology to shape Meta’s next generation of AI-powered devices.

LSEG is integrating its market data and analytics directly into ChatGPT, giving credentialed users real-time market data within the interface. The rollout starts December 8, beginning with Workspace and Analytics. The integration speeds up AI adoption across trading desks, enabling firms to gain faster market insights, analysis, and decision support.

OpenAI is apparently buying itself an early holiday gift this year. The AI company has entered into a definitive agreement to acquire Neptune, a startup that builds monitoring and de-bugging tools, for an undisclosed amount. Neptune and OpenAI have previously collaborated on a metrics dashboard to help teams building foundation models and will work “even more closely” now

AI Tutorial

Create Killer Small Business Ads With AI

  1. Log in to both ChatGPT and Canva. In ChatGPT, go to your profile icon → Settings → Apps and Connectors. Select Canva and connect it to your Canva account.

  2. Type in a prompt to create your poster.

    • For example:
      “Create an 18×24 poster for Small Business Saturday for my boutique in Canva, showcasing fall fashion, accessories, and shoes. Highlight a limited-time 20% off event.”

  3. ChatGPT will provide several poster options. Click one to expand it, then select Open in Canva at the top to edit the design directly.

  4. Fine-tune your design in Canva. Free users can edit text, fonts, colors, images, and upload a logo. Canva Pro users can also create brand templates with preset fonts and colors. Use Canva’s color picker to match your branding.

  5. To reduce manual editing, make your ChatGPT prompt more specific by including brand colors, logos, store names, event dates, and any promotional callouts such as “Exclusive in-store deals.” Specify style preferences, e.g., hyper-realistic images. Adjust prompts iteratively until satisfied.

  6. When complete, open the design in Canva and go to Share → Download → PDF Print. Choose RGB for digital or CMYK for physical printing. You can also use Print with Canva.

    • For example, an 18×24 poster with free delivery starts at $69, with optional frames and finishes.

Find out why 100K+ engineers read The Code twice a week.

That engineer who always knows what's next? This is their secret.

Here's how you can get ahead too:

  • Sign up for The Code - tech newsletter read by 100K+ engineers

  • Get latest tech news, top research papers & resources

  • Become 10X more valuable

🔥Top AI tools to increase productivity: 

  1. Marblism generates a fully-functional web application from a single prompt:

  2. Clipwing A tool for cutting long videos into dozens of short clips

  3. aiPDF is an innovative, multi-modal tool designed to work with a wide array of inputs, including ebooks, web articles, YouTube videos, podcasts.

  4. podcast.ai, a podcast that is entirely generated by artificial intelligence

  5. Clipwing A tool for cutting long videos into dozens of short clips

  6. aiPDF is an innovative, multi-modal tool designed to work with a wide array of inputs, including ebooks, web articles, YouTube videos, podcasts.

  7. Verk- Hire AI employees to add more firepower to your team, who work 24/7 to do sales, be your personal assistant, do graphic designing and more

  8. Codetoflow enables you to understand the code in simple terms using a flowchart which enables you to understand the details

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

👀 Data Centers would look like in the future.

AI Tools Up NewsletterReceive a weekly email with updates on new AI tools, helpful prompts, and the latest AI developments. Join over 17000 + professionals from Google, OpenAI, Notion, Apple, and more.

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!

Login or Subscribe to participate in polls.