- Big Data News Weekly
- Posts
- Software engineering with LLMs
Software engineering with LLMs
🦾Plus: 🧬 Google DeepMind’s AI drugs move to human trials

Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
📊Applications of Data Science in Business
🤖 ByteDance Open-Sources AI Coding Agent
🧠Build Deep Research Agents With OpenAI API
🔧Huawei’s Opensource Model Fixes MoE Problem
🚀 AGI is So 2024! The Superintelligence Rush Officially Started
⚡Tesla launches Oasis Supercharger with solar farm
💡 AI Tutorial:Build your own AI app with Claude Artifacts
🤖 AI Tools and Data Tools to checkout

Executives at AI infrastructure companies have made bold claims about the technology, but developers often find these claims to fall spectacularly flat. This article looks at how AI is used within the tech industry to see why founders/CEOs are more bullish than devs about AI tools, how widespread usage is among developers, how much time AI tools really save, and more.
An easy way to lower rates. Want to help your loved one with college costs? Co-signing a loan can be a great way to do just that. You'll be helping them unlock lower rates and get better approval odds. Plus, lenders like College Ave offer co-signed release after a set number of on-time payments, meaning your obligation doesn't have to be forever. Avoid last-minute headaches by acting now, before final tuition bills are due.

As the evolution of artificial intelligence (AI) and machine learning models continues to progress and evolve, it is becoming essential to manage them through dedicated technical platforms and model hubs such as Verta, a platform that notably offers the ModelOps option.

ByteDance just decided to give away the secret sauce. They have opensourced Trae Agent, the AI coding agent in their agentic terminal Trae. While everyone's debating subscription prices for Cursor and Claude, ByteDance dropped Trae Agent as MIT-licensed code that any developer can clone and modify.

OpenAI just dropped their Deep Research into the API, and they're packing some serious firepower.These are the same post-trained o3 and o4-mini models that power Deep Research in ChatGPT, now available with full programmatic access and native support for web search, code execution, and MCP servers that let you plug into your own data sources.

Mixture of Experts architecture powers some of the frontier models today. But they might be wasting your compute resources because some experts work overtime while others sit idle. China’s Huawei released Pangu Pro MoE 72B model that tackles this chaos with a Mixture of Grouped Experts (MoGE) that enforces balanced expert activation across predefined groups.
Through Squarespace’s cutting-edge features that combine automation, design presets, creative guidance, and generative AI, Design Intelligence makes it easy to build a beautiful and impactful website. With just a few pieces of information, Blueprint AI generates an entire website customized based off your brand’s goals, name, and personality. It’s AI speed, with Squarespace’s 20+ years of design expertise in website building.
👨💻 Data Tools, Libraries
VectorChord (GitHub Repo)
VectorChord is a PostgreSQL extension designed for scalable, high-performance, and disk-efficient vector similarity search.
Sequin (GitHub Repo)
Sequin is a tool for change data capture in Postgres that supports native sinks, making it easy to stream Postgres rows and changes to streaming platforms and queues.
Skia Canvas (GitHub Repo)
Skia Canvas is a browser-less implementation of the HTML Canvas drawing API for Node.js. It produces very similar results to Chrome's canvas element.
AI News:

The Trump administration says it's close to an agreement for a TikTok sale that satisfies the law's requirements, but it involves a new, separate version of the app. The deal still needs approval from the Chinese government. TikTok staff are reportedly working on a new version of the app for release in app stores on September 5
Meet the #1 gamified treadmill that makes working out something you’ll actually look forward to. The Victory Treadmill combines immersive gameplay with industry-leading hardware to make every workout feel fun, fresh, and effective. Explore scenic trails, take on epic quests, or challenge friends in multiplayer games – all while staying consistent and seeing real results. With Aviron, hitting your goals feels less like work and more like play.
AGI? As in, artificial “general” intelligence? That's so 2024. Now, everyone's racing to build artificial “superintelligence” by 2027. Just look at the marketing language:
Meta renaming its entire lab to Meta Superintelligence Labs
Sam Altman calling our current moment a “gentle singularity”
Anthropic predicting a “country of geniuses in a data center” by 2026–2027

Tesla's Oasis Supercharger, an EV charging station with a solar farm and off-grid batteries, is now open in Lost Hills, California. The project consists of 168 chargers, half of which are currently operational. It is equipped with 11 MW of ground-mounted solar panels and canopies. Spanning 30 acres of land, it has 10 Tesla Megapacks with a total energy storage capacity of 39 MWh.
Learn AI in 5 minutes a day
What’s the secret to staying ahead of the curve in the world of AI? Information. Luckily, you can join 1,000,000+ early adopters reading The Rundown AI — the free newsletter that makes you smarter on AI with just a 5-minute read per day.

Google DeepMind’s spinout Isomorphic Labs is about to start human trials for its AI-designed drugs, aiming to transform drug discovery forever. The company raised $600 million in 2025 and signed major deals with Novartis and Eli Lilly. It hopes to design drugs faster and cheaper, with higher success rates, using AI.

On Friday, Elon Musk announced that his AI startup, xAI, had improved his AI chatbot, Grok, “significantly” by retraining it on “less garbage” data (after previously asking users to share “diverse facts” that could be seen as “politically incorrect, but factually true”). However, users have since reported that the “newly improved” Grok criticizes Democrats, Jewish Hollywood executives, and even Musk himself.
Discover the best days to consider trading top stocks like Apple, LULU, and Walmart. These hotsheets are based on 10 years of historical data, giving you a clear edge. No confusing charts—just actionable trade opportunities.
Tell us where to send your FREE copy (Just Pay Shipping)!
AI Tutorial
✍️ Build your own AI app with Claude Artifacts

In this tutorial, you will learn how to use Claude Artifacts' new API integration to create custom AI-powered tools directly inside Claude.
Step-by-step:
Click the artifacts button on Claude's left sidebar and then “New artifact”
Use a prompt that requests AI tool capabilities, e.g., "Create a grammar AI checker with two text areas (Original vs Fixed text) and a 'Fix Grammar' button."
Customize with additional features: "Add word count and change highlighting"
Test with sample text and save to your artifacts library for future use.
Mood’s new rapid onset THC gummies deliver gentle body relaxation with a strong but balanced, clear-headed euphoria — all in as little as five minutes.
Plus, Mood gummies are USA-grown and tested by third-party labs to ensure they meet federal legal and health standards.
🔥Top AI tools to increase productivity:
Capital Companion - Start analyzing US stocks in minutes with our AI trading assistant.
ClipNow easily convert your favorite videos into captivating TikToks, Reels and Shorts with just one click.
Repixify – An AI based text and content generation website that provides AI tools for creating compelling content
BlogFox is an AI-powered blogging tool that simplifies the creation of high-quality, SEO-optimized content.
ProJourney allows you to use Midjourney without having to go through Discord.
Moemate is an AI Studio which lets anyone create and chat with AI characters
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
👀 Gucci animals

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! |