prakhar@affmantra.com

Anthropic Turns MCP Agents Into Code First Systems With ‘Code Execution With MCP’ Approach

Agents that use the Model Context Protocol MCP have a scaling problem. Every tool definition and every intermediate result is pushed through the context window, which means large workflows burn tokens and hit latency and cost limits fast. Anthropic’s new ‘code execution with MCP’ pattern restructures this pipeline by turning MCP tools into code level…

Read More

Prior Labs Releases TabPFN-2.5: The Latest Version of TabPFN that Unlocks Scale and Speed for Tabular Foundation Models

Tabular data is still where many important models run in production. Finance, healthcare, energy and industry teams work with tables of rows and columns, not images or long text. Prior Labs now extends this space with TabPFN-2.5, a new tabular foundation model that scales in context learning to 50,000 samples and 2,000 features while keeping…

Read More

How to Build an Advanced Multi-Page Reflex Web Application with Real-Time Database, Dynamic State Management, and Reactive UI

In this tutorial, we build an advanced Reflex web application entirely in Python that runs seamlessly inside Colab. We design the app to demonstrate how Reflex enables full-stack development with no JavaScript, just reactive Python code. We create a complete notes-management dashboard featuring two pages, real-time database interactions, filtering, sorting, analytics, and user personalization. We…

Read More

Maharashtra becomes first Indian state to partner with Starlink for Satellite Internet rollout

Maharashtra has become the first Indian state to sign a formal agreement with Elon Musk’s Starlink, setting the stage for a statewide satellite internet rollout aimed at connecting rural and remote communities. Under the Letter of Intent (LoI) signed with Starlink Satellite Communications Pvt Ltd, the initiative will operate under the Digital Maharashtra mission, focusing…

Read More

Google Maps update brings Gemini integration, Landmark Directions, and Proactive Traffic Alerts

Google Maps is getting smarter with the integration of Gemini, Google’s AI assistant, bringing a more intuitive and hands-free navigation experience to Android and iOS users. The new update enables drivers to interact with Maps conversationally, reducing the need for screen touches while on the move. Hands-free, multi-step navigation With Gemini’s AI support, users can…

Read More

Lenskart opens ‘B by Lenskart’

Lenskart, India’s leading eyewear and lifestyle technology brand, has announced that its upcoming AI Camera Smartglasses, ‘B by Lenskart’, will soon be open to India’s developer ecosystem. This strategic move enables independent developers and leading consumer apps to integrate Lenskart’s AI and camera technology across diverse categories such as food delivery, entertainment, fitness, productivity, and…

Read More

Ray-Ban Meta Gen 1 Smart Glasses coming to Amazon, Flipkart, and Reliance Digital on 21st November

Meta has announced that the Ray-Ban Meta Gen 1 Smart Glasses, created in collaboration with EssilorLuxottica, will soon be available on Amazon.in, Flipkart.com, and RelianceDigital.in starting 21st November. The smart glasses, which debuted in India earlier this year via Ray-Ban.com and select optical stores, will now reach a wider audience through major e-commerce platforms. Starting…

Read More