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- 🤖 The Complete AI Agent Decision Framework
🤖 The Complete AI Agent Decision Framework
🦾Plus: 😇 Disney star's AI avatar app to chat with the dead
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
📊Top 10 Free Open Source Business Intelligence Software!
🔒Test and detect security issues in your LLM Apps
📘OpenAI Publishes Prompting Guide for GPT-5.1
🤖Test and detect security issues in your LLM Apps
🔌 Google to invest $40B in Texas data centers
🗞️ Anthropic highlights political neutrality during bias
💡 AI Tutorial:Use Codex to write code on the web with AI agents
🤖 AI Tools and Data Tools to checkout
In this article, you will learn a practical, repeatable way to choose the right AI agent framework and orchestration pattern for your specific problem, your team, and your production needs. Topics we will cover include: A three-question decision framework to narrow choices fast. A side-by-side comparison of popular agent frameworks. End-to-end use cases that map problems to patterns and stacks.
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This data and the subsequent information is becoming essential for the businesses to plan their future development and marketing strategies. That is why the use of Open-Source Business Intelligence software is becoming the need of time.
DeepTeam is an open-source LLM red teaming framework to safety test LLM systems. It lets you simulate adversarial attacks using state-of-the-art techniques like jailbreaking and prompt injections, so you can fix vulnerabilities such as PII leakage before users’ data get leaked. It works with any LLM system, including RAG pipelines, chatbots, and AI agents.
OpenAI just dropped a new toolset for GPT-5.1. The new prompting guide gives developers precise levers to control tone, structure, agent personality, response length, and verbosity, supporting applications from support bots to coding assistants. Highlights include “apply_patch,” which slashes programming errors by 35 percent with structured diffs, and a restricted “shell” interface for controlled plan-and-execute workflows
DeepTeam is an open-source LLM red teaming framework to safety test LLM systems. It lets you simulate adversarial attacks using state-of-the-art techniques like jailbreaking and prompt injections, so you can fix vulnerabilities such as PII leakage before users’ data get leaked. It works with any LLM system, including RAG pipelines, chatbots, and AI agents.
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
Llama 2
The next generation of Meta's open source large language model. Llama 2 is available for free for research and commercial use.
LazyVim
LazyVim is a Neovim setup powered by lazy.nvim to make it easy to customize and extend your config.
axe-api
The next-generation Rest API Framework.
docker-pgautoupgrade
A PostgreSQL Docker container that automatically upgrades your database.
AI News:
Disney Channel actor Calum Worthy just launched 2wai, an AI platform that creates interactive avatars of deceased relatives, which can speak and interact across life events — drawing comparisons to the techno-dystopian show ‘Black Mirror.’ The app generates "HoloAvatars" from just minutes of recorded footage, allowing users to talk with digital versions of departed family members.
Meet your new assistant (who happens to be AI).
Meet Skej — your new scheduling assistant. Whether it’s a coffee intro, a client check-in, or a last-minute reschedule, Skej is on it. Just CC Skej on your emails, and it takes care of everything: checking calendars, suggesting times, and sending out invites.
Google will invest $40B through 2027 to build new data centers in Armstrong and Haskell County, Texas. Sundar Pichai says the plan will create thousands of jobs, fund skills training, and support energy affordability efforts. The move reflects a surge in AI infrastructure spending, but not everyone is happy. Pushback is rising in other states over water use, energy strain, and higher utility bills.
Anthropic released tests showing Claude Sonnet 4.5 scored 94% on political even-handedness as the Trump administration targets "woke AI" systems across the industry. The announcement follows procurement rules from the White House. President Trump bars federal agencies from buying AI systems that "sacrifice truthfulness to ideological agendas,".
Leaked documents obtained by Ed Zitron show that OpenAI paid Microsoft $865.8M in revenue share during the first three quarters of 2025, up from $493.8M in 2024. The figures suggest OpenAI’s revenue-sharing agreement with Microsoft, estimated at 20%, has scaled sharply alongside its revenue growth and compute usage.
Apple's board and senior executives have recently intensified the company's succession planning for its CEO role. John Ternus is the most likely to take the position, but no final decisions have been made. Apple is unlikely to name a new CEO before its next earnings report in late January.
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AI Tutorial
💻 Use Codex to write code on the web with AI agents
In this tutorial, you will learn how to use OpenAI's Codex to ship your first change from a GitHub repository without writing code by hand — connecting a repo, planning changes, implementing them with AI agents, and opening pull requests.
Step-by-step:
Go to ChatGPT, open the left sidebar, and click "Codex" to access the main interface
Click "Manage environment," select your GitHub organization and repository, then configure code execution settings
Choose "Plan" to discuss scope without touching code, or "Execute" to make changes on a branch — prompt example: "Can you give me insights on what this project is about?"
Enter your implementation prompt (e.g., "Turn this static landing page into a website where users can paste their own stories and poetry"), preview changes with "Run this code and show me the site," then click "Create PR" when satisfied
🔥Top AI tools to increase productivity:
Marblism generates a fully-functional web application from a single prompt:
Clipwing A tool for cutting long videos into dozens of short clips
aiPDF is an innovative, multi-modal tool designed to work with a wide array of inputs, including ebooks, web articles, YouTube videos, podcasts.
podcast.ai, a podcast that is entirely generated by artificial intelligence
Clipwing A tool for cutting long videos into dozens of short clips
aiPDF is an innovative, multi-modal tool designed to work with a wide array of inputs, including ebooks, web articles, YouTube videos, podcasts.
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
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
👀 Horror Icons Reimagined as Titan Kaiju
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