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- 💻Vibe Coding and the Future of Software Engineering
💻Vibe Coding and the Future of Software Engineering
🦾Plus: 💰 DeepSeek makes a 545% profit?

Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
🔄What is Saga Pattern in Distributed Systems?
🔧How Core Git Developers Configure Git
📜Data Science All Algorithm Cheatsheet 2025
💰 DeepSeek makes a 545% profit?
🤯 Sesame’s breakthrough AI voice model
🍎 Apple's Siri overhaul facing major delays
🎬 Sora video AI coming to ChatGPT
💡 AI Tutorial:Building a smart calendar management system
🤖 AI Tools and Data Tools to checkout

Natural Language Processing (NLP) enables AI systems to process and interpret human language, making interactions more seamless and intelligent. It allows AI to analyze text, recognize speech, translate languages, and extract meaningful insights from unstructured data. Businesses use NLP to enhance customer support, improve search engines, and automate workflows.

Vibe Coding is a mode of coding where the developer fully gives into the vibes and forgets that the code even exists - this is made possible by large language models (LLMs). Developers can now just talk to LLMs and write code while barely even touching the keyboard.

The Saga pattern is a design pattern that helps manage transaction updates across multiple services by breaking them down into a sequence of small local transactional updates, called "saga steps" or "subtransactions." Each step represents a unit of work that interacts with a single service. Once a step is completed, it triggers the next step in the sequence. If any step fails, the saga executes compensating updates to undo the changes made by the previous steps, ensuring that the system returns to its initial state

What git config
settings should be defaults by now? Here are some settings that even the core developers change. In this post, I’ll go through some of the perhaps obscure Git config settings that I have personally globally enabled and go into them to explain what they do and why they should probably be the default settings.

Let me share a story with you — one about algorithms, late nights, and a growing love for data science. If you’ve ever felt overwhelmed staring at a laundry list of algorithms wondering where to start, this one’s for you.
👨💻 Data Tools, Libraries
CopilotKit
A framework for building custom AI Copilots in-app AI chatbots, in-app AI Agents, & AI-powered Textareas.
NAND
NAND is a logic simulator suite made entirely from NAND gates.
Statusnook
Effortlessly deploy a status page and start monitoring endpoints in minutes.
AI News:
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Most voice assistants today make you wish you could skip the chat. But Sesame’s new AI assistants, Maya and Miles, feels different. It has natural pauses and quickly adapts during conversations, making chats feel smooth. Sesame, led by Oculus founder Brendan Iribe, plans AI-powered glasses you can wear daily.

DeepSeek claims massive profits from AI models. DeepSeek shared a surprising "theoretical" profit margin of 545% on its AI services. Actual profits are lower due to discounts, limited paid services, and research costs. Unlike competitors, DeepSeek openly shared data and details about their AI models.

Apple's plans for a completely revamped AI-powered Siri have been pushed back, according to a new report from Bloomberg insider Mark Gurman — with employees now believing the assistant won't be fully modernized until 2027.

OpenAI confirmed plans to integrate its Sora video-generation tool directly into the ChatGPT interface during the company’s first “Sora Global Office Hours” chat on Discord, alongside a new model and image generation capabilities.

Samsung launched new $300 Galaxy A series phones, bringing AI features like Circle to Search and AI photo editing to compete with Apple's new $599 iPhone 16e.
AI Tutorial
📅 Building a smart calendar management system

In this tutorial, you will learn how to create a personalized AI calendar assistant that can check your schedule and create events using n8n's workflow automation and AI capabilities.
Visit n8n and create a new workflow.
Add a chat trigger as your entry point.
Set up an AI Agent with calendar tools (Get Events and Create Event) using AI expressions, such as .
Add system instructions for the AI agent node to guide the AI's behavior.
🔥Top AI tools to increase productivity:
Udioai - An app for music creation and sharing that allows you to generate amazing music
ChatSweetie chatbot, you can chat online with your chosen virtual character anytime
Exploding Insights - The #1 Market Research Tool. Finding the right idea used to be hard
StudyGPT is your personal AI study assistant!
Suno-top, your ultimate companion for music creation and sharing!.
BrickCenter can automatically generate Lego designs from your ideas.
Law Blocks is a legal tech ecosystem, offering secure, accessible and affordable legal solutions with the help of AI
View our database of all the best AI tools for your needs: aitoolsup.com
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A.I. Generated Image of the Day
👀 Dark fantasy

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