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- 🐍 Building a Simple MCP Server in Python
🐍 Building a Simple MCP Server in Python
🦾Plus: 🔊 OpenAI's smart speaker
In partnership with
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
🧠Top 21 Best JavaScript Frameworks to Use in 2026
🏗️How to make architecture decisions
🏗️A framework for making sense of metrics in technical organizations
🧠Code Mode: give agents an entire API in 1,000 tokens
👀 Apple's Next Big Thing Is a Push Into Visual AI
🌌 Samsung is adding Perplexity to Galaxy AI
💡 AI Tutorial:How to create Instagram product shots with Nano Banana
🤖 AI Tools and Data Tools to checkout
In this article, you will learn what Model Context Protocol (MCP) is and how to build a simple, practical task-tracker MCP server in Python using FastMCP. Model Context Protocol (MCP) solves this by standardizing how large language models (LLMs) and other AI models interact with external systems. FastMCP is a framework that makes building MCP servers simple.
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JavaScript has gained massive popularity in the development community. It has transformed the web application development horizon. As per Stackoverflow Developer Survey 2023, JavaScript is the most popular programming, scripting, and markup language with a 63.61% vote share.
Good architecture decisions need the right process. Write an RFC that lays out the problem, options, and ranked priorities, then let people review it async before meeting to decide. Once decided, document it in a short ADR the same day. Ranking priorities matters more than listing pros and cons, because it forces real trade-offs into the open and stops loud voices from winning by default.
If you work in a quantitative or technical field, there is little doubt that you or your team has worked long and hard to define which metrics to measure and track. Using data-driven metrics is a critical practice for making rational decisions and deciphering truth in a complex and noisy world.
Cloudflare has introduced a new MCP for the entire Cloudflare API that uses Code Mode. The server can provide access to the entire Cloudflare API over MCP while consuming only around 1,000 tokens. Code Mode is a technique for reducing context window usage during agent tool use. It involves letting the model write code against a typed SDK and executing the code safely in a Dynamic Worker Loader instead of describing every operation as a separate tool.
Learn how financial institutions are deploying conversational AI agents with enterprise-grade governance — reducing costs, improving satisfaction, and ensuring regulatory trust.
Read The State of Conversational Agents in Financial Services from ElevenLabs to see how enterprise leaders are scaling responsibly.
👨💻 Data Tools, Libraries
XBert AI by Nextiva answers calls and texts 24/7, handling unlimited conversations. It books appointments, answers FAQs, and routes urgent calls to your team. Most front desk staff cost $50K+/year. XBert does it for $4/day. Try it free for 7 days.
Kronotop (GitHub Repo)
Kronotop is a Redis-compatible, distributed, and transactional document database that is horizontally scalable and sharded by default.
OSV (GitHub Repo)
OSV helps developers identify known third-party open source dependency vulnerabilities.
AI News:
OpenAI-Jony Ive's first hardware product will reportedly be a $200-$300 smart speaker with a built-in camera and facial recognition for purchases, according to The Information — backed by a 200+ team aiming to ship it by early 2027. The team formed when OAI acquired Ive's startup Io Products for $6.5B in May, bringing in Apple veterans to lead hardware, design, and supply chain.
Leadership Can’t Be Automated
AI can help you move faster, but real leadership still requires human judgment.
The free resource 5 Traits AI Can’t Replace explains the traits leaders must protect in an AI-driven world and why BELAY Executive Assistants are built to support them.
The defining feature of Apple's push into wearable AI devices will be Visual Intelligence. Apple CEO Tim Cook has been dropping hints about AI wearables built around AI technology that can see the surrounding environment and use that context to take action. The company is working on its own visual models with the intention of making them central to its upcoming set of AI devices,
Anthropic has begun to roll out a new security feature for Claude Code that can scan a user's software codebase for vulnerabilities and suggest patches. The capability, called Claude Code Security, is currently available in a limited research preview to Enterprise and Team customers. "It scans codebases for security vulnerabilities and suggests targeted software patches for human review, allowing teams to find and fix security issues that traditional methods often miss.
Samsung is integrating Perplexity into its Galaxy AI ecosystem, allowing Galaxy S26 users to summon the AI search engine by saying "hey, Plex." The move is part of Samsung's broader push toward a "multi-agent ecosystem" that lets users choose which AI assistants power their phone.
AI chip startup Taalas just emerged with HC1, a custom chip built to run a single AI model and nothing else — delivering responses roughly 100x faster than today's standard hardware and 10x the SOTA for extreme speed in outputs. Taalas’ first chip permanently embeds Meta's Llama 3.1 8B model into the hardware rather than running it as software on general-purpose chips.
How to Invest $100,000 in a $3,000,000+ Artwork With This Simple Platform
Investing in art used to be a hassle. Flights to New York. Private dealers… Lawyers…
These days, Masterworks does the heavy lifting for you.
Now investing in masterpieces works like investing online anywhere else. You sign up. Browse art by icons like Banksy, Basquiat, and Picasso. Invest. Done.
Masterworks handles the hard parts, all priced into the shares. Sourcing. Authentication. Storage. Insurance. And selling the art.
You just log in and track your investment.
That simplicity matters. Which may help explain why investors have put over $1.3 billion into 500+ artworks on the platform.
That, or the fact that Masterworks found that postwar and contemporary art outpaced the S&P 500 overall with low correlation since 1995.
Results? Masterworks has sold 26 works to date, with net annualized returns like 14.6%, 17.6%, and 17.8% for works held longer than a year.*
See how easy it is:
*Investing involves risk. Past performance is not indicative of future returns. Important Reg A disclosures: masterworks.com/cd
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AI Tutorial
How to create Instagram product shots with Nano Banana
Source: gizakdag
Go to Gemini and sign in
Select Tools > ‘Create 🍌‘ > enable Pro mode
Upload an inspiration image, product image, and enter your prompt
Sample Prompt: Create a 9-image Instagram feed for this product in the same aesthetic. Use different locations, angles, and compositions, incorporating people, animals, nature, and various environments while maintaining a cohesive visual style.
Once ready, download your favorite image and post them directly to Instagram, TikTok, or your brand’s storefront
🔥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
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
👀 AI with Humans!
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