- Big Data News Weekly
- Posts
- Reverse Engineering Cursor's LLM Client 🤖
Reverse Engineering Cursor's LLM Client 🤖
🦾Plus: 💰️ Meta plans $10B investment in Scale AI

Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
🧠Top 20 Artificial Intelligence Platforms for 2025
⚙️MCP vs API
🦕Stanford's Tokasaurus Beats vLLM by 3x
👨💻Opensource Alternative to Gumloop
🤗 AI policy head weighs in on human-AI bonds
🎮Microsoft and Asus announce two Xbox Ally handhelds
🤖China Drops Game Changer AI
💡 AI Tutorial:How to turn complex research into quizzes
🤖 AI Tools and Data Tools to checkout

This blog post demonstrates how to reverse-engineer Cursor's LLM client by setting up TensorZero as a self-hosted proxy service - this enables users to observe, analyze, and experiment with different LLM models while maintaining the full Cursor experience.
Whether you’re looking to change careers or just learn something new, Codecademy can help. With over 600 interactive courses, plus portfolio projects and industry certification prep, you'll get hands-on experience using in-demand tech skills. Big Data News Weekly readers can use code SKILLUP15 to save 15% on a year of Codecademy Pro.

In 2025 as new updates and improvements take over the field of AI, the ranking of these AI platforms will have to shift. We look at the 20 best artificial intelligence platforms for 2025, and why we think they deserve to be on the list.
Model Context Protocol (MCP) isn't just another API standard, it's a wire protocol that enforces consistency. It allows developers to test, sanitize inputs, and handle errors in actual code and not just hope that the model formats requests correctly. MCP agents query capabilities dynamically and adapt automatically while running as a local process.

Stanford just dropped an opensource LLM inference engine, Tokasaurus, built specifically for scenarios where you need maximum throughput rather than low latency. Think processing entire codebases, sampling 1000s of model outputs for experiments, or generating massive synthetic training data - workloads where completing your entire batch quickly matters more than getting individual responses fast.

Most no-code agent builders are just workflow automation with LLM calls sprinkled in, but Agent Flow changes that. Built using Composio and LangGraph, Agent Flow lets you create true AI agents with dynamic routing, complex tool orchestration, and support for any model through a visual drag-and-drop interface.
56% of workers say scheduling a meeting is the only way to get information. With Jira, use AI to automatically add work from Slack, create subtasks, or attach relevant resources. So instead of scheduling a meeting, check the status in Jira. Easy.
👨💻 Data Tools, Libraries
Odyc.js (Website)
Odyc.js is a small JavaScript library for coding video games even without programming experience.
app.build - Opensource agent that can build and deploy full-stack applications, with end-to-end tests and automated deployments.
Taskade OpenAPI Codegen: Automatically generates MCP servers from OpenAPI specs compatible with MCP clients like Claude and Cursor.
AI News:

Meta is in talks to make its biggest outside AI investment yet: $10 billion into Scale AI. The deal, first reported by Bloomberg, isn’t finalized but would mark a major pivot for Meta, which has mostly built its AI models internally. Scale AI’s core business is labeling massive datasets, a critical but often overlooked part of training large models.
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.

OpenAI Head of Model & Behavior Policy Joanne Jang just published a blog post detailing how the company is approaching human-AI relationships and questions of AI consciousness.

A new Apple study shows reasoning models break down fast when puzzle complexity increases. This raises serious questions about current AI hype. Apple tested LLMs on logic puzzles with rising difficulty. Models gave up when problems got too complex, even with solutions. Study questions whether today’s AI can really “reason”.

Microsoft and Asus have been working together over the past year to create two new ROG Xbox Ally handhelds. The white ROG Xbox Ally ships with AMD's Ryzen Z2 A processor and the ROG Ally X adds a better AMD processor and impulse triggers.

Beijing Academy of Artificial Intelligence (BAAI) has introduced RoboBrain 2.0, an advanced open-source AI model designed to speed up the development of humanoid robots. It is now considered the most powerful open-source AI for robots in the world.ucation by embedding its artificial intelligence tools in every facet of campus life.
With car insurance premiums projected to reach a record $2,101 annually in 2025, it's more important than ever to make sure you're not overpaying. In fact, switching car insurance providers could save drivers over $1,300 a year, according to a 2024 survey.
AI Tutorial
📚 How to turn complex research into quizzes

Google Gemini’s deep research feature can now analyze any topic in depth and automatically turn findings into interactive quizzes perfect for studying or teaching.
Step-by-step:
Visit Google’s Gemini website and click “Deep Research” at the bottom of the chat interface
Enter your educational topic with specific requirements (grade level, focus areas), and review and edit the research plan as needed
Let Gemini generate a comprehensive report from multiple sources (takes a few minutes)
Click “Create Quiz” to automatically generate an interactive quiz with multiple question types
This guide is your go-to resource for streamlining payments, improving cash flow, and keeping your business running smoothly.
What’s inside:
✔️ An actionable 8-step framework to create a seamless payment process
✔️ Expert strategies to reduce late payments and enhance your professional image
A well-structured payment system leads to smoother operations, happier clients, and long-term financial success.
🔥Top AI tools to increase productivity:
Trolly AI: Revolutionizing SEO Content Creation with Advanced AI Technology.
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
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
👀 Sailing Ship

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! |