👨‍💻 Extensible Software in the age of LLMs

🦾Plus: 🤖 OpenAI launches ChatGPT for Teens

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Hey folks! Let’s get into Big Data and AI craziness…

In today's edition: Here is roundup of Claude send Gmails, 🌳git on s3, Agentic AI 👇

  • 📧Claude can now send Gmail emails and manage Google Drive

  • 🌳Git at any scale

  • ⚙️How to make your entire development cycle AI native

  • 🛡️ OpenAI Paused Unreleased Model Training Over Critical Cyber Risk

  • 💡 AI Tutorial:How to turn any YouTube video into a Claude Skill

  • 🤖AI Tools and Data Tools to checkout

Platforms are hard to design, run, and debug, and exposing APIs to customers means a lot of upfront thought and long-term support, but it's worth it both for users and the creator. Most of the web software we interact with today is static. The developers have a limited amount of time and attention, and focus on building the features that serve the largest group of users.

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Agentic artificial intelligence (AI) is set to fundamentally reshape the structure of enterprise work and commerce. Rather than simply responding to instructions, these agents actively participate in workflows by planning tasks, creating and using tools, correcting their own errors, and pursuing multistep goals autonomously.

Claude just got connected to your Google Workspace. Here's what actually matters. You can now hook Claude into Gmail and Google Drive straight from the Connectors menu in Settings. No code, no API keys, takes about two minutes. One thing to know: Claude drafts emails, it does not send them. You still click send yourself. That's a deliberate choice to keep you in control, not a missing feature.

🚀 Dive into the World of Machine Learning System Design! 🌐How do companies like Netflix, Airbnb, and Doordash apply machine learning to improve their products and processes? We put together a database of 800 case studies from 100 companies that share practical ML use cases and learnings from designing ML systems.

A distributed version control system means that all instances of a repository are identical. There are many hard scalability and reliability challenges that make this quite difficult. Git compresses and stores code and metadata into packfiles, a simple binary serialization format that isn't ideal for managing at scale on a server. These large binary files must exist on a file system for Git to access them.

Learn how to build and deploy modern, full-stack web applications using Next.js, React, and AI APIs. This tutorial will help you create production-ready SaaS projects, mastering user authentication, database integration, and seamless cloud deployment strategies.

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👨‍💻 Data Tools, Libraries

fx (Website)

fx is a coding agent harness and CLI optimized for research and embeddability as part of larger systems.

docker-pgautoupgrade
A PostgreSQL Docker container that automatically upgrades your database.

Lets-Plot
An open-source plotting library for statistical data.

pg_embedding
Hierarchical Navigable Small World (HNSW) algorithm for vector similarity search in PostgreSQL.

AI News:

OpenAI rolled out ChatGPT for Teens, a new mode that pushes users flagged as underage by the company’s systems (or who admit to being 13-17) to a restrictive, study-focused platform with stronger safeguards against sensitive topics. OAI’s age detection system factors in login times, account age, and thousands of other signals, automatically categorizing users believed to be underage.

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California, Colorado, Kentucky, and New Jersey have accused Meta of harming children with technology designed to be addictive. The states claim Meta fueled a national youth mental health crisis and deceived users by promoting its apps as safe. They have filed a lawsuit charging the company with violating federal child privacy laws and state consumer protection laws.

a16z partner and AI experimenter Olivia Moore revealed that Janie, a redheaded 19-year-old whose University of Alabama sorority recruitment videos pulled in ~1M views on TikTok in a week, was an AI character created and ran for around $100. Moore created Janie from one ChatGPT image, then spent about 30 minutes a day prompting MiniMax and Grok Imagine to animate her daily posts.

Following the Hugging Face incident, OpenAI has now released a new batch of security policies focused on containing security incidents while models are being tested. The new safeguards safeguards include more detailed monitoring of models during the development process, as well as greater emphasis on alignment and security during the post-training process.

OpenAI and Anthropic still carry the reputation for the most capable models, while Chinese labs sell cheaper versions many teams treat as good enough. OpenRouter grew by matching each request to the most efficient and affordable model that can handle the job, and the company said in May that 8 million developers were reaching more than 400 models through it.

AI Tutorial

How to turn any YouTube video into a Claude Skill

  • Pick a YouTube video with a clear, repeatable method or framework and copy the video transcript

  • Open Claude and ask skill-creator to turn the transcript into a reusable Skill

  • Add the video title, creator, link, and transcript

  • Ask Claude to extract the steps, rules, mistakes to avoid, and ideal output format

Sample Prompt: Use the skill-creator to turn this YouTube video into a Claude Skill. Video: [title], Creator: [name], Link: [YouTube URL]
Extract the video's core problem, step-by-step method, repeated rules, mistakes to avoid, and expected output format. The Skill should activate only when my request matches this method, not for general advice or summaries. Transcript: [paste transcript]
Ask me about anything important that's missing, then generate the SKILL.md and run an evaluation.

  • Test the Skill with relevant and unrelated prompts to make sure it triggers correctly

  • Go to Settings → Capabilities → Skills → Upload and upload the SKILL.md

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🔥Top AI tools to increase productivity: 

  1. Alice - A native app that offers fast and reliable experience with models (OpenAI, Perplexity, Claude and more)

  2. Linktopia - Community link-building for bloggers, entrepreneurs and startup brands to grow  

  3. VerifactAI is an AI fact-checking tool that allows you to fact-check your articles within a minute.

  4. Undress AI Tool is a website that offers a deepnude application, allowing users to create modified images

  5. Screenloop is the ultimate Talent Operations Platform, seamlessly integrating a next-gen ATS

  6. Postlyy - All in one platform to create, schedule, and analyze content on X and LinkedIn

  7. AirRankPilot helps local businesses get discovered by Google and AI tools like ChatGPT and Perplexity

  8. InboxKit is your all-in-one platform for building, managing, and scaling cold-email infrastructure.

View our database of all the best AI tools for your needs: aitoolsup.com

Have cool resources to share? Submit AI tool

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