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- 🤖 The Roadmap for Mastering LLMOps in 2026
🤖 The Roadmap for Mastering LLMOps in 2026
🦾Plus: 📴 Google's New AI Needs No Internet
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: Microsoft used AI to build a quantum chip. SpaceX is going public at $1.77 trillion. 👇
🦾Best 5 Engineering Analytics Platforms of 2026
🤖7 Real World AI Projects to Build in 2026
🔧How to Build a Simple, Bulletproof Data Pipeline
🌳supertree - Interactive Decision Tree Visualization
💬 Meta turns business chats into AI agent
💡 AI Tutorial:How to turn emails into slide decks with AI
🤖AI Tools and Data Tools to checkout
In this article, you will learn how to build production-grade LLM systems by following a structured six-step LLMOps roadmap covering observability, evaluation, cost control, and agent orchestration. How LLMOps differs from traditional MLOps, and what foundational skills you need before touching any LLMOps tooling.
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Engineering organizations are operating in an environment that is significantly more complex than it was even a few years ago. Modern software delivery now spans distributed cloud infrastructure, platform engineering initiatives, AI-assisted development workflows, microservices architectures, globally distributed teams, and increasingly fragmented operational tooling ecosystems.
Explore seven practical AI projects that automate real workflows, including job search, web research, investment research, market trend analysis, invoice processing, chart digitization, and personalized exercise training.
In most organizations, a lot of value can be delivered with a setup that avoids high costs and unnecessary complexity. The most common scenario is not real-time streaming or exotic architectures. It is daily extraction from one or more transactional systems backed by a relational database…
supertree is a Python package designed to visualize decision trees in an interactive and user-friendly way within Jupyter Notebooks, Jupyter Lab, Google Colab, and any other notebooks that support HTML rendering. With this tool, you can not only display decision trees, but also interact with them directly within your notebook environment.
Better cap table management starts here
Cap table management doesn’t have to be frustrating. From issuing grants to 409A valuations or ASC 718 reporting Pulley can make it simple.
Just ask Linear. They knew they needed a partner who could handle the complexity of their equity management. That’s why they migrated to Pulley.
👨💻 Data Tools, Libraries
astroguard
Code auditing and profiling tool based on gcc for C programs to adhere to NASA's JPL Rule of 10.
spotube
Open source Spotify client that doesn't require Premium nor uses Electron! Available for both desktop & mobile!
FireDBG
Time Travel Visual Debugger for Rust.
Sintra: The AI "dream team" for overwhelmed operators. Access 12+ specialized agents that handle marketing, sales, ops, and much more for you - no prompting experience required.
AI News:
Google's new Gemma 4 12B runs entirely on your own machine, even while offline. The model handles text, images and raw audio through a single backbone with no separate encoders, a design choice that cuts memory needs down to 16GB while performance still lands close to Google's much larger 26B model. The weights are free under Apache 2.0 and the model is live on Ollama.
One agent, one brain, zero manual work.
Most AI tools forget you the moment the chat ends. SureThing doesn’t.
SureThing is an autonomous agent that can draft in your voice, triage what matters, follow up on things you forgot, and report back with what happened next.
Day 1, you onboard it.
Day 30, it knows your clients and patterns.
Day 90, it catches things you missed.
Meta just launched Meta Business Agent globally, rolling out AI agents across WhatsApp, Instagram, and Messenger that can answer questions, book appointments, and close sales for any business on the platform. Meta first floated the feature in October as a free test in international markets, with over 1M businesses already utilizing the tool.
Meet Majorana 2, Microsoft’s new quantum computing chip that it redesigned with the help of AI. The tech leader believes it will have commercially useful quantum machines by 2029, the same year as rival IBM has said it plans to spend $10 billion on quantum machines… very interesting timing.
Two image labs just shipped new models, with Ideogram open-sourcing Ideogram 4.0 and Reve launching Reve 2.0 — and both pushing a more layout- focused, agentic iteration process for more user input and creative control. Ideogram 4.0 takes the top spot for open models and ranks behind only OpenAI and Google’s closed models on Design Arena.
Up, up, and away. SpaceX is flying high with its plans to market its IPO at a fixed price of $135 per share at a valuation of $1.77 trillion. The valuation would make SpaceX the seventh-biggest company in the U.S., even above Tesla with a market cap of $1.6 billion. If the IPO moves forward as it should, its debut on the Nasdaq is planned for June 12.
How do companies like Netflix, Airbnb, and Doordash apply machine learning to improve their products and processes? We put together a database of 200 case studies from 64 companies that share practical ML use cases and learnings from designing ML systems.️
AI Tutorial
How to turn emails into slide decks with AI
Go to Claude, click ‘+’ > ‘Connectors’ > search ‘Gamma’ > Connect
Do the same with Gmail + Notion (Notion is optional)
Prompt Claude: “Find my discovery call notes from [client] in Gmail. Pull their project brief from Notion. Create a campaign proposal deck.”
Claude will search your Gmail, build a complete proposal deck, pull the project brief from Notion (you can leave Notion out of the prompt if you want).
To refine it, just open the Gamma link. Don’t use default templates.
Create your brand style and save fonts, colours, logo placement.
Add this to your prompt: “Use my pre-saved style in Gamma.”
Now every deck will be customized as per your preference.
What if the solution to muscle spasms, bladder issues, fatigue, and brain fog…Was hiding in your water?
And in just seconds a day you could turn back the clock on your body!?
Without painful treatments, expensive doctor bills, or even leaving your house…In one study, participants experienced a difference in as little as 2 hours!
🔥Top AI tools to increase productivity:
AirRankPilot helps local businesses get discovered by Google and AI tools like ChatGPT and Perplexity
InboxKit is your all-in-one platform for building, managing, and scaling cold-email infrastructure.
CCPayment is a cryptocurrency payment platform allowing merchants to accept and payouts
HuePress is a SaaS platform providing therapy-grade, high-quality printable coloring pages
Creatives Takeover is an AI platform that turns raw founder ideas into business plans
Pixel‑exact AI image generator composing scenes on fixed canvases
Reelbase - Create Viral TikTok Slideshows in Seconds
Qeeebo is an AI-curated question-and-answer platform built with a clear and ambitious purpose
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
👀 Submerged Library of Secrets
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