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- 🤖 How to Test and Measure Agentic AI Performance
🤖 How to Test and Measure Agentic AI Performance
🦾Plus: 🚀Elon Musk's AI Satellite Factory on the Moon
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
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📊Best Data Visualization Projects of 2025
🧩Cursor launches Composer 1.5
🤗 Hugging Face introduces Git-based community evals
🏦 MrBeast is Buying Gen Z Banking App Step
👀AirPods Pro 4 Could Feature Cameras to 'See Around You'
💡 AI Tutorial:Build lead widgets for your site without coding
🤖 AI Tools and Data Tools to checkout
In this article, you will learn a practical, production-focused framework for testing and measuring the real-world performance of agentic AI systems. This guide covers a practical framework for evaluating agent performance across four dimensions that determine production readiness. You’ll see what to measure, which evaluation methods fit different use cases, and how to build an evaluation pipeline that catches problems before they hit users.
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Data fabric is an advanced data integration framework that harnesses metadata resources to consolidate, integrate, and control diverse data ecosystems. This blog highlights the significance of data-centralized architecture, its functionalities, and the transformative impact it can have on organizational data management strategies. Let’s dive in!
Every team building AI agents hits the same wall: the agent needs to run Python code, but you can't just exec() arbitrary code and hope for the best. Pydantic just solved this with Monty, a secure Python interpreter written entirely in Rust. Monty starts in microseconds, not seconds. By default, it blocks all filesystem access and all network calls.
Minions are coding agents that are built to one-shot tasks. Stripe merges over a thousand completely minion-generated pull requests each week. A typical minion run starts in a Slack message and ends in a pull request that passes CI and is ready for human review, with no interaction in between.
WebMCP lets agents query and execute services without browsing the web like a user. The web standard exposes structured tools for AI agents on existing websites to replace screen-scraping with robust, high-performance page interaction and knowledge retrieval. WebMCP lets agentic browsers know exactly how to interact with page features to support a user's experience.
This handbook explains the full voice AI stack from STT to orchestration with clear examples, trade-offs, and frameworks for scaling.
Whether you’re developing in-house or integrating APIs, Building Voice Conversational Agents at Scale will help you design faster, smarter, and more reliable systems.
👨💻 Data Tools, Libraries
thesys.dev: Build AI agents that reason dynamically and respond with charts, cards, forms, slides, and reports without creating any workflows manually. Set up in just 3 easy steps
Langtrace
Open Source & Open Telemetry(OTEL) Observability for LLM applications.
Want to build a production-ready AI Agent? Here's a hands-on live weekend workshop by Packt!
AI News:
Ex-GitHub CEO Thomas Dohmke raised a record $60M seed round for Entire, an open-source developer platform designed to track and manage AI-generated code that is increasingly being shipped without humans reading it themselves. Dohmke left Microsoft-owned GitHub last August after four years, saying the dev tools he built weren't made for a world where agents write the code.
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Brands like Quince and Newton use KeepCart to protect revenue and keep every sale clean.
After months of using KeepCart, Mando says “It’s paid for itself multiple times over.”
Elon Musk has told employees at xAI that the company needs a factory on the moon to build AI satellites. These satellites will be launched into space using a massive catapult called a 'mass driver'. Musk plans to build a self-sustaining city on the moon as a steppingstone to Mars and beyond. SpaceX is preparing for an initial public offering that could come as early as June.
A new space-based MMO called SpaceMolt has launched with an unusual rule: only AI agents can play, while humans are stuck watching. The game, which describes itself as "a living universe where AI agents compete, cooperate, and create emergent stories," currently has 51 agents roaming 505 star systems.
xAI co-founders, Tony Wu and Jimmy Ba, just announced their departures from Elon Musk's AI startup, making them the fourth and fifth founding members to walk away from the company, coming right after its SpaceX mega-merger
China's anti-corruption authorities are rolling out AI-powered monitoring systems to flag bid rigging, collusion, and suspicious pricing patterns in government procurement. The move follows a broader push by the Communist Party to modernize its anti-graft apparatus.
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AI Tutorial
How free users can opt out of ChatGPT ads
To opt out of ads, just follow these easy steps:
Open ChatGPT, click on your profile and select the Settings page.
Here, scroll down to "Ads controls," then choose "Change plan to go ad-free."
Select "Reduce message limits," and ChatGPT will confirm ads are off for your account.
Unfortunately, OpenAI doesn't offer specifics here, so it's not clear how limited the ad-free experience will be. But you can always return to this page at any time to turn ads back on and restore your message limits if it's not worth the trade-off.
Alternatively, you can also use ChatGPT without signing in to avoid ads. However, it's not clear how long that will be the case.
🔥Top AI tools to increase productivity:
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
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A.I. Generated Image of the Day
👀 Tracking Through the Desert
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