Mem0 v1.0.0 introduces advanced AI agents equipped with scalable long-term memory, achieving 26% higher accuracy, 91% faster responses, and 90% lower token usage compared to OpenAI's memory solutions. The platform is designed for personalized AI interactions, making it suitable for applications in customer support, healthcare, and productivity. Developers can easily integrate Mem0 using an intuitive API and SDKs, enabling enhanced user experiences across various domains.

A campaign exploiting the CVE-2024-36401 vulnerability in GeoServer has been discovered, allowing attackers to monetize victims' internet bandwidth through the deployment of legitimate software development kits (SDKs) or modified apps. The stealthy approach enables criminals to profit without distributing traditional malware while targeting an expanding number of publicly accessible GeoServer instances. Palo Alto Networks offers protective measures against such threats.

Android 16 has been launched, introducing significant updates for developers and users, including enhanced camera and media APIs, improvements in app visual consistency, and new adaptive features. The update emphasizes performance efficiency and security, alongside a framework for better app compatibility across devices. Developers are encouraged to prepare for these changes and take advantage of new APIs to enhance their applications.

The article discusses various updates and features introduced at DevDay 2025, including the Sora 2 SDK, advancements in GPT-5 with Pro AgentKit, and new capabilities in image generation and speech-to-speech mini models. These innovations are aimed at enhancing user experiences and expanding the functionality of applications powered by OpenAI technologies.

Genkit is an open-source framework for developing AI-powered applications, utilized by Google's Firebase, offering SDKs in JavaScript/TypeScript, Go, and Python. It simplifies AI integration with a unified interface for various model providers and features like text and image generation, tool calling, and production monitoring, enabling rapid development and deployment of chatbots and automation systems. Genkit supports seamless integration across web and mobile platforms, streamlining the AI development workflow with a local CLI and developer UI.

IAM Identity Center has launched a new SDK plugin that simplifies the token exchange process with external identity providers like Microsoft EntraID and Okta. This plugin automates the creation of IAM Identity Center tokens and user identity-aware credentials, facilitating easier access control to AWS resources. It is available for Java 2.0 and JavaScript v3 SDKs at no additional cost across supported AWS regions.

any-llm provides a unified interface for interacting with various LLM providers, simplifying model switching and ensuring compatibility through the use of official SDKs. It offers a developer-friendly experience with full type hints, clear error messages, and supports both stateless and stateful interaction methods for different use cases. The tool emphasizes ease of use without the need for additional proxy services, making it an efficient solution for accessing multiple AI models.

Klavis provides tools for integrating multiple MCP servers such as Gmail and Slack using both Python and TypeScript SDKs. Users can run a cloud-hosted version or install the open-source Strata locally to create server instances and manage user data seamlessly. The article includes code snippets for setting up and interacting with the Klavis API.

A collection of on-device AI primitives for React Native is available, supporting low-latency inference without server costs and ensuring data privacy. The toolkit includes features such as text generation, embeddings, transcription, and speech synthesis, all optimized for Apple devices and compatible with the Vercel AI SDK. Additionally, users can run popular open-source language models directly on their devices using MLC's optimized runtime.

The Anthropic Ruby library offers easy integration with the Anthropic REST API for Ruby applications version 3.2.0 and above. It includes features like streaming responses, error handling, and support for file uploads while providing comprehensive documentation and types for enhanced usability. Users can install it via Bundler and utilize various configurations for requests and error handling.

The Claude Code SDK has been renamed to Claude Agent SDK, reflecting its expanded capabilities for building AI agents beyond coding tasks. Key changes include updated package names, a restructured documentation location, and breaking changes that require careful migration for existing users. The SDK now supports a wider range of applications, including business and specialized coding agents.

A Python SDK called Codesys is designed for interacting with the Claude CLI tool, offering both synchronous and asynchronous classes for enhanced functionality. The SDK includes features such as customizable tool access, conversation management, and comprehensive API references, making it suitable for effective workflows involving Claude code execution and management.

MCP-UI is an open specification designed to standardize user interfaces over the MCP framework, enabling developers to create interactive UI components that work across different platforms. It offers SDKs for various programming languages, supports secure execution in sandboxed iframes, and facilitates the integration of diverse content types. The framework allows for dynamic interactions in agentic applications, ensuring a consistent look-and-feel for users.

Gemini Robotics On-Device is an advanced vision language action model that enables efficient, on-device AI for local robotic devices, showcasing strong dexterity and adaptability for various tasks. It operates independently of data networks, making it suitable for applications requiring low latency and robustness in challenging environments. The accompanying SDK allows developers to easily customize the model for specific uses, enhancing innovation in robotics.

The Google Gen AI JavaScript SDK enables developers to create applications using the Gemini API and Vertex AI, focusing on secure API key management and server-side implementations. It provides various functionalities such as content generation, model querying, and real-time interactions, along with support for both Node.js and browser environments. The SDK is compatible with features from Gemini 2.0 and includes tools for managing API responses and errors.

OpenAI's DevDay 2025 showcased significant advancements in its AI platform, transforming ChatGPT into an operating system that integrates with external services like Canva and Zillow. Key announcements included the launch of the Apps SDK, AgentKit, and Codex, enabling developers to create more sophisticated applications and workflows within the ChatGPT interface. The event featured live demos highlighting the capabilities of these new tools and the API updates, emphasizing OpenAI's commitment to enhancing developer experience.

Cua is a tool that allows AI agents to control operating systems within virtual containers, utilizing Docker-like capabilities. It provides SDKs for automating VMs across different OS platforms and enables users to run various computer-use models with a simple API, facilitating tasks such as screenshot capture and user interaction. The project is open-source and encourages contributions from the community.

A lightweight implementation of the Model Context Protocol (MCP) server in pure Bash offers a zero-overhead alternative to heavier runtimes like Node.js and Python. It features full JSON-RPC 2.0 support, dynamic tool discovery, and external configuration via JSON files, making it easy to extend with custom tools. The article provides guidelines for implementing tool functions and includes examples for creating a weather server.

The article discusses the Claude Agent SDK, a framework developed by Anthropic for building advanced AI agents. It outlines the features and capabilities of the SDK, highlighting its potential for creating interactive, intelligent applications that leverage the Claude AI model. The focus is on how developers can utilize the SDK to enhance their projects with AI functionalities.

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Metorial is an open-source integration platform that simplifies connecting AI models to various APIs, data sources, and tools using the Model Context Protocol (MCP). It offers a user-friendly interface, customizable SDKs, and supports both self-hosting and hosted solutions for developers building agentic AI applications. With features like OAuth session management and comprehensive monitoring, Metorial streamlines the development process for AI integrations.

POML (Prompt Orchestration Markup Language) is a structured markup language designed to enhance prompt engineering for Large Language Models (LLMs) by addressing issues like format sensitivity and data integration. It features an HTML-like syntax, comprehensive data handling, and a templating engine, facilitating the creation of modular, maintainable prompts. The toolkit also includes IDE support and SDKs for various programming languages, streamlining the development process for LLM applications.

TLDraw SDK 4.0 introduces several enhancements aimed at improving user experience and performance for developers. Key updates include better rendering capabilities, enhanced APIs for high-level features, and improved documentation to facilitate easier integration into applications. These improvements are designed to make it simpler for developers to create and deploy interactive drawing experiences.

Instant is a real-time database solution designed for modern frontend development, allowing developers to write relational queries while handling data fetching, permissions, and offline caching automatically. It simplifies the app development process by eliminating the need for traditional client-server interactions and providing multiplayer support by default. With SDKs available for JavaScript, React, and React Native, Instant focuses on enhancing user experience and productivity.

The onboarding process for the DevCycle SDK has been revamped to utilize the Model-Context-Protocol (MCP), allowing developers to install the SDK directly within their coding environment, which has resulted in a threefold increase in successful installations. This new flow eliminates detours through example apps or sandboxes, providing users with immediate value by integrating the SDK into their own projects. The article details the reasons for the change, the mechanics of the new onboarding process, and the positive outcomes observed thus far.

The article introduces the RELAI SDK, a platform designed for developing reliable AI agents. It focuses on the key functionalities of agent simulation, evaluation, and optimization, enabling developers to iterate quickly and effectively. The SDK supports integration with existing frameworks and provides tools for enhancing agent performance through a structured approach.

The article introduces AI SDK Agents, a collection of customizable React components designed for building AI applications quickly and efficiently. It emphasizes the ease of deployment and integration with various AI providers, allowing developers to ship features in a matter of hours using a headless design approach.

Steinberg Media Technologies has released the VST 3.8.0 SDK, introducing significant updates such as an open-source licensing model under the MIT license, support for MIDI 2.0, and preliminary Wayland support for Linux. Additional enhancements include updates to VSTGUI and various fixes and improvements to existing functionalities.

The article introduces an unofficial API client for the NotebookLM Enterprise, built using Rust, which provides both a command-line interface (CLI) and a Python SDK. It addresses various challenges in using the NotebookLM API, such as authentication complexities, manual request construction, and error handling, aiming to make the API more accessible and user-friendly for developers. The project includes installation instructions and quick start examples for both the CLI and Python SDK.