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ClearCare Online's API documentation outlines the importance of digital data sharing in healthcare, detailing various data types, including simple and complex types, as well as the authentication flow using OAuth 2.0. It also highlights enhancements and bug fixes in recent releases to improve data management and compliance with FHIR standards.
Qwen QwQ-32B is an advanced reasoning model that excels in complex tasks, outperforming traditional instruction-tuned models on challenging problems. The article provides API usage examples for various applications, including chat completions, image generation, audio transcriptions, and video creation using the Qwen QwQ-32B model. It emphasizes the model's capabilities for creative and analytical tasks while noting that it is not currently supported on Together AI.
The article discusses the importance of not using assertions on HTTP requests within testing frameworks, as it can lead to fragile tests that are tightly coupled with the implementation details of the API. Instead, it advocates for a more flexible approach that focuses on the behavior of the application rather than the specifics of the requests. This helps maintain test reliability and promotes better code practices.
GitHub Chat integrates with various AI coding assistants like Cursor and Claude to facilitate instant understanding of codebases. It provides a straightforward API for indexing GitHub repositories and querying them for detailed information about their contents and technologies used. Unlike GitHub Copilot, GitHub Chat offers repository-wide analysis and a public API for developers.
The jsonrepair library is designed to repair invalid JSON documents by fixing common issues such as missing quotes, commas, and brackets, as well as handling special characters and formats. It supports both function and streaming API usage, making it suitable for various applications, including Node.js and command-line operations. The library can also process large documents efficiently and is available for installation via npm.
Coinbase is enhancing its app by integrating the 1inch API, which will allow users to execute token swaps more efficiently. This partnership aims to improve the trading experience within the Coinbase platform by leveraging 1inch's decentralized exchange aggregation technology.
Firecrawl is an API service designed for scraping and crawling websites to extract clean data in various formats, including markdown and structured data. Currently in development, it offers features like mapping URLs, searching the web, and extracting content with customizable options, all while enabling self-hosted deployment or usage through a hosted API.
WorkOS Connect provides developers with APIs and controls to enable applications to securely access user identities and data through OAuth 2.0 and OpenID Connect. It supports various integration types, including customer applications, auxiliary applications, and partner integrations, allowing seamless authentication and access management. Developers can create applications in the WorkOS Dashboard and choose between OAuth and Machine-to-Machine (M2M) integration methods based on their needs.
The article presents various project ideas for building functional applications, featuring templates for a restaurant management platform, an HR application, and an invoice generator. Each project is built using popular technologies like Ant Design and REST API, with an invitation to explore a beta version for improved backend integration.
Meta has announced a new API for its LLaMA AI models, aiming to provide developers with enhanced access to its advanced AI capabilities. This initiative is part of Meta's ongoing efforts to expand the use of its AI technologies across various applications and platforms.
FLUX.1 Kontext [pro] is an advanced image generation and editing model that emphasizes prompt adherence. The article provides several examples of API usage for tasks such as image generation, chat completions, and audio processing using this model, although it is currently unsupported on Together AI.
Storefront Web Components enable the integration of Shopify's commerce features into any website by allowing users to display products, collections, and a checkout interface with minimal HTML code. These components simplify interaction with Shopify's Storefront API, enabling customized shopping experiences through easy styling. Resources are available for step-by-step implementation and sample code exploration.
A lightweight RESTful geospatial feature server for DuckDB has been developed using Go, supporting the OGC API - Features standard and enabling CRUD operations on spatial data. It leverages DuckDB's spatial extension for fast analytical queries and efficient processing, with features like CORS support, GZIP encoding, and a user-friendly HTML interface. The server can be configured via environment variables and supports both HTTP and HTTPS protocols for secure access.
A vulnerability in the legacy Stripe API has been exploited by attackers to validate stolen credit card information. This exploitation allows unauthorized access to sensitive payment data, raising concerns over the security of outdated APIs in financial systems. Immediate measures are recommended for affected users to mitigate potential risks.
The pycti-mcp is an MCP server front-end for pycti designed to enhance data presentation from OpenCTI into a more consumable JSON format for LLM applications. It aims to provide better field naming, include contextual information, and reduce non-informative metadata, along with easy setup instructions for integration with tools like mcp-hub and VSCode. Additional guidance is provided for creating new tools and using existing lookup functionalities for observable, adversary, report, and indicator data.
Optional chaining in JavaScript provides a more elegant and safer way to access deeply nested properties, reducing the risk of runtime errors associated with undefined or null values. This feature simplifies code by eliminating the need for verbose checks and can be particularly beneficial in API responses and component-based frameworks like React. However, developers should be aware of its limitations to avoid masking potential bugs.
Doge is reportedly organizing a hackathon aimed at developing a comprehensive API for IRS data. The initiative seeks to enhance access to tax-related information and potentially streamline interactions with the IRS. Participants are expected to leverage innovative technologies to create solutions that could benefit users dealing with tax data.
Brut RB is a platform focused on building raw Ruby web applications with an emphasis on standards-based, HTML-first design and low ceremony. It offers resources like an API, and frameworks such as BrutJS and BrutCSS to help developers get started efficiently. The site provides an overview and guidance for users to navigate its features.
The article discusses methods to avoid captchas and blocks while using a crawling API. It emphasizes the importance of employing techniques that minimize detection by websites, thereby ensuring smoother data extraction processes without interruptions. Various strategies and tools are outlined to help users efficiently navigate web scraping challenges.
Pennybase is a lightweight Backend-as-a-Service (BaaS) implemented in Go, featuring essential backend functionalities such as file-based storage, REST API, authentication, and role-based access control, all within under 1000 lines of code. It uses human-readable CSV files for data storage and includes easy-to-define schemas, making it simple to manage resources and permissions. The system is designed for extendability through hooks, allowing users to customize functionalities as needed.
A Model Context Protocol (MCP) server has been developed to comply with the MCP 2025-03-26 specification, featuring tools, resources, prompts, and enhanced sampling capabilities. It integrates HackerNews and GitHub APIs for AI-powered analysis and demonstrates robust test coverage, although some concurrency limitations exist in certain functionalities. The server is production-ready with a rich CLI for testing and interaction.
The author explores which npm package has the largest version number, ultimately finding that the package "latentflip-test" claims an enormous version of 1000000000000000000.1000000000000000000. However, after filtering for packages that genuinely follow semantic versioning, the real winner is "all-the-package-names" with a version of 1.3905.0, highlighting the quirks of npm versioning practices. The article also details the process of fetching and analyzing package data using the npm API.
The Model Context Protocol (MCP) Registry has been launched as an open catalog and API to enhance the discoverability of publicly available MCP servers. It allows server maintainers to add their servers and provides a primary source of truth for both public and private sub-registries, while also enabling community moderation to ensure quality. The MCP Registry aims to facilitate better connections between clients and servers within the MCP ecosystem.
Radar's geofencing platform offers highly accurate geolocation services that are easy to integrate and provide flexible tracking options, making it suitable for various applications including fleet management and place visit detection. With robust API performance and enterprise-grade security, numerous companies trust Radar to enhance their operations and customer engagement through innovative technology.
LiteLLM is a lightweight proxy server designed to facilitate calls to various LLM APIs using a consistent OpenAI-like format, managing input translation and providing robust features like retry logic, budget management, and logging capabilities. It supports multiple providers, including OpenAI, Azure, and Huggingface, and offers both synchronous and asynchronous interaction models. Users can easily set up and configure the service through Docker and environment variables for secure API key management.
MCP (Model Context Protocol) is presented as a more efficient alternative to traditional APIs by enforcing a standardized protocol that enhances the interaction between AI agents and tools. Unlike HTTP APIs, which can be complex and prone to errors, MCP offers deterministic execution, runtime discovery, and local-first design, making it better suited for AI-specific applications. The article contrasts the two approaches, highlighting MCP's advantages in training and execution for AI tasks.
Index is an advanced open-source browser agent that simplifies complex web tasks by transforming any website into an accessible API. It supports multiple reasoning models, structured output for data extraction, and offers both a command-line interface and serverless API for seamless integration into projects. Users can also trace agent actions and utilize a personal browser for enhanced functionality.
Google has launched the Gemini Embedding model (gemini-embedding-001), now available to developers via the Gemini API and Vertex AI, showcasing superior performance on the Massive Text Embedding Benchmark. This versatile model supports over 100 languages and features flexible output dimensions, allowing developers to optimize for performance and cost. Users are encouraged to migrate from older models before their deprecation dates, with enhanced features like Batch API support coming soon.
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.
OpenAI's gpt-oss models utilize the harmony response format to structure conversation outputs, reasoning, and function calls. This format allows for flexible output channels and is designed to integrate seamlessly with existing APIs, while custom implementations can follow the provided guide for proper formatting. Users are encouraged to refer to the documentation for comprehensive instructions on using the format effectively.
The Gemini Batch API now supports the new Gemini Embedding model and offers compatibility with the OpenAI SDK for batch processing. This enhancement allows developers to utilize the model at a significantly lower cost and higher rate limits, facilitating cost-sensitive and latency-tolerant use cases. A few lines of code are all that's needed to get started with batch embeddings or to switch from OpenAI SDK compatibility.
The article announces the launch of Claude Code, a new tool by Anthropic that allows developers to integrate AI capabilities into their applications through a simple code interface. It emphasizes user-friendly API access that facilitates the development of smarter applications leveraging Claude's advanced capabilities. The tool aims to enhance productivity and innovation in software development.
Ollama has launched a new web search API that enhances its models by providing access to the latest information, thereby improving accuracy and reducing hallucinations. The API is available with a free tier, and users can integrate it into projects using Python and JavaScript libraries for efficient web searches and research tasks.
Together AI offers a powerful API for running inference on over 200 open-source models, providing a cost-effective and fast solution compared to major competitors like OpenAI and Azure. The service is designed for scalability, utilizing optimized NVIDIA GPUs and proprietary technologies to enhance performance while maintaining privacy standards. Flexible deployment options cater to various customer needs, from managed serverless solutions to dedicated GPU clusters.
Claude Code is a GitHub action that enhances PRs and issues by intelligently responding to context and executing code changes. It supports multiple authentication methods and includes features like code review, implementation of fixes, and seamless integration with GitHub workflows. The setup process is streamlined for users, providing various automation patterns and a comprehensive guide for migration and usage.
Google has launched an early preview of Gemini 2.5 Flash, enhancing reasoning capabilities while maintaining speed and cost efficiency. This hybrid reasoning model allows developers to control the thinking process and budget, resulting in improved performance for complex tasks. The model is now available through the Gemini API in Google AI Studio and Vertex AI, encouraging experimentation with its features.
The article introduces the Notetaker API from Nylas, designed to facilitate the integration of note-taking capabilities into applications. It highlights features that enhance productivity and streamline workflows by allowing users to capture and manage notes efficiently. The API aims to improve user experience by providing seamless access to note data.
Algolia offers fast, scalable AI search solutions designed for businesses and developers across various industries, enhancing user experience and satisfaction. Their easy-to-use API and tools help optimize online search, driving revenue and resource efficiency. Users can evaluate their search experience and explore AI capabilities through demos and personalized reports.
The article discusses the implementation and refactoring of the ResizeObserver API, highlighting its advantages over older APIs and illustrating how to create a more user-friendly version. It provides step-by-step guidance on encapsulating the observer functionality, improving its usability through callbacks, and handling multiple elements efficiently. Additionally, it emphasizes the importance of refactoring for cleaner and more maintainable code.
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.
Multiple Google Cloud products experienced a significant service disruption on June 12, 2025, due to a policy change that led to increased 503 errors in API requests. The incident, which began at 10:51 AM PDT and lasted until 6:18 PM PDT, was caused by a failed code change in the Service Control system, resulting in crashes across various services globally. Google has committed to improving their systems and communication to prevent future outages and enhance service reliability.
reCAPTCHA will migrate to Google Cloud by the end of 2025, requiring users to set up a Google Cloud account and billing for migration. The transition involves significant changes, including a new pricing structure, renamed APIs, and client-side adjustments, while automatic migration options are available but may not be ideal for all users.
The article discusses the OpenTelemetry Protocol (OTLP) Metrics API, which provides a unified way to collect, transmit, and manage metrics data across various systems. It highlights the benefits of using OTLP for observability and monitoring, emphasizing its role in enhancing application performance and reliability. Additionally, the article outlines implementation details and best practices for leveraging the API effectively.
Plakar offers an efficient backup solution for engineers, featuring encrypted, queryable backups with easy deployment through CLI, API, and UI interfaces. It ensures data integrity and security while providing advanced features like deduplication and compression, allowing users to manage massive data volumes effortlessly.
Understanding SCIM (System for Cross-domain Identity Management) is crucial for developers working with identity management systems. SCIM provides a standardized way to manage user identities and their attributes across different domains and platforms, enhancing interoperability and security. Developers need to be aware of the benefits, implementation strategies, and common pitfalls associated with SCIM integration.
Llama 4 Scout is a state-of-the-art 109 billion parameter model designed for tasks such as multi-document analysis, codebase reasoning, and personalized tasks. While it currently lacks support on Together AI, the platform offers a variety of APIs for different functionalities including chat completions, image generation, audio transcription, and video creation. Users can register for an account to access the API and utilize free credits to start their projects.
Tinker is a newly launched API designed for fine-tuning language models, allowing researchers to easily customize and experiment with various models without managing the underlying infrastructure. The service supports both large and small models and is currently in private beta, with plans for onboarding users and introducing usage-based pricing soon.
Azure DevOps is implementing a change where newly generated OAuth client secrets will only be displayed once at creation, enhancing security and aligning with industry best practices. The Get Registration Secret API will also be retired to prevent misuse, and users must adapt their workflows accordingly before September 2, 2025.
FlashDocs has been acquired by Hebbia and offers tools for creating dynamic PowerPoint and Google Slides presentations with custom branding. Their API facilitates programmatic control over slide content, and they provide flexible deployment options to ensure data privacy and security. The platform automates the generation of slide decks for a wide range of companies while maintaining high uptime and support for users.
n6 (Network Security Incident eXchange) is a system designed for collecting, managing, and distributing security information through a REST API and web interface for authorized users. Developed by CERT Polska, it facilitates access to data on network threats and incidents. The software is open-source and distributed under the GNU Affero General Public License.
The article discusses the evolution of user interfaces (UI), application programmable interfaces (API), and the emerging user agent interface (UAI) design, emphasizing the importance of treating all three as equal in application development. It highlights the need for centralized business logic to ensure consistency across interfaces and illustrates this with an example of managing a reservation system's date selection. The author stresses the significance of designing features that are accessible and legible across all interfaces while maintaining a clear separation between business logic and interface-specific patterns.
The article discusses the functionality and features of the OpenAI Responses API, highlighting how it can be utilized for generating text responses in various applications. It emphasizes the API's versatility, ease of integration, and potential use cases across different domains.
The ElevenLabs Model Context Protocol (MCP) server facilitates interaction with advanced Text to Speech and audio processing APIs, allowing clients to generate speech, clone voices, and transcribe audio. Users can obtain an API key, install the server, and configure it to work with clients like Claude Desktop and Cursor, enabling various audio-related tasks and file handling options. Additionally, the article outlines installation steps, usage examples, and configuration settings for optimal performance.
Google has launched the Google Trends API, enabling developers to access and utilize Trends data in a scalable manner. The API offers consistently scaled search interest data, time range options, and geographical breakdowns, facilitating research, publishing, and marketing strategies. An alpha testing phase is open for developers to apply for early access.
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.
The WebMCP API has been accepted as a W3C deliverable and is transitioning to become an official web standard. The article outlines the capabilities of the MCP-B extension, which allows websites to integrate AI tools through a JavaScript protocol, and provides guidance on installation, configuration, and usage of the extension along with examples for quick implementation.
DuckDB GSheets is an experimental extension that allows users to read and write Google Sheets using SQL commands. It supports authentication through various methods, including access tokens and private keys, enabling seamless integration between DuckDB and Google Sheets. The extension is community-maintained and comes with specific usage guidelines and limitations.
WorkOS Connect provides APIs and controls for applications to authenticate and access user identities securely. It supports common use-cases like customer applications, auxiliary tools, and partner integrations, allowing developers to create OAuth or Machine-to-Machine (M2M) applications within the WorkOS Dashboard.
OpenAIPot is a deceptive API gateway designed to detect unauthorized usage of OpenAI API keys by acting as a honeypot. It forwards legitimate requests while injecting deceptive content for lure API keys, incorporates security controls such as IP allowlisting and rate limiting, and offers comprehensive logging for monitoring and analysis of potential attacks.
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.
GPT-4.1 offers significant improvements in instruction following and long context comprehension, making it highly effective for various applications, including software development and legal analysis. It supports up to 1 million tokens, enabling better processing of large documents and complex tasks. Real-world examples demonstrate its superior performance over previous models in coding, tax scenarios, and data extraction.
OpenAI has introduced the `gpt-image-1` model for image generation via its API, allowing developers to integrate high-quality image creation into their products. The model supports diverse styles and applications, with notable collaborations from companies like Adobe, Canva, and HubSpot to enhance creative and marketing processes.
OpenRouter allows users to create an account and obtain an API key to access various AI models through a unified interface, compatible with OpenAI. Users benefit from low latency and reliable performance while managing costs effectively. Each customer receives 1 million free requests per month under the Bring Your Own Key (BYOK) program.
Iroh provides an API for establishing fast connections by public key using QUIC protocol, facilitating hole-punching and fallback to public relay servers when necessary. It includes various pre-existing protocols like iroh-blobs for blob transfer and iroh-gossip for publish-subscribe networks, making it easy to implement custom solutions. The library is primarily designed for use with Rust, offering examples and FFI bindings for other languages.
WorkOS Vault is a developer-friendly encryption key management (EKM) solution that allows enterprises to encrypt, store, and control access to sensitive data such as tokens, passwords, and files. It offers robust security features including multiple layers of encryption, context-based key generation, and integration with various cloud key management services. The API facilitates easy implementation of enterprise-ready features while ensuring strict access control and detailed audit logging.
DeepSeek-R1-0528 is an upgraded reasoning model that features enhanced analytical capabilities, achieving an accuracy of 87.5% in complex reasoning tasks. This model allows for deeper problem-solving and strategic thinking, making it valuable in specialized fields, while also offering improved support for function calling and reduced hallucination rates. Users can leverage both reasoning and non-reasoning models to optimize task execution and cost efficiency.
Scalar is a minimal and powerful open-source API reference tool that seamlessly integrates with various API frameworks and offers first-class OpenAPI support. It features a user-friendly interface, dynamic parameter handling, and the ability to save requests in organized collections while providing managed hosting options for API documentation. The platform is designed for developers, featuring a modern design and a range of plugins and integrations across multiple programming languages and frameworks.
Llama 4 Maverick is a state-of-the-art multilingual model designed for image and text understanding, creative writing, and enterprise applications. While it is not yet supported on Together AI, users can register for an account to access various API functionalities, including image generation, chat completions, and audio transcriptions. The model allows for versatile applications such as generating videos and embeddings based on user prompts.
Turso has rewritten significant portions of their API using Go to enhance performance and maintainability. This transition aims to leverage Go's efficiency and concurrency features, ultimately improving the overall experience for developers and users alike. The blog post details the motivations behind this decision and the expected benefits.
The article discusses the challenges of coordination within the open-source Linux ecosystem, particularly on the desktop, contrasting it with the more unified environments of Windows and MacOS. It highlights the importance of a standardized API and reflects on the history and impact of the Language Server Protocol (LSP) in software development, emphasizing that the governance structure of Linux allows it to exist despite coordination issues.
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React Router v7.5 introduces a granular lazy loading API that enhances performance by allowing individual route properties to be lazy loaded rather than all at once. This new approach addresses previous limitations, particularly with middleware, enabling faster execution of loaders and components by reducing unnecessary waiting times. Developers are encouraged to adopt this API for improved loading performance in their applications.
The Dedalus Python library offers a simple interface to interact with the Dedalus REST API for Python 3.8+ applications, supporting both synchronous and asynchronous operations. It features typed request parameters, error handling, and logging capabilities, while also providing support for streaming responses and file uploads. Users can customize the client with various options, including proxies and timeout settings, to enhance functionality and performance.
Eve is a toolkit designed for exploiting Jamf Pro servers through API calls, allowing users to manage Apple devices and escalate privileges. It requires API access credentials and provides both a command-line interface and a web UI for interaction with various Jamf features. Users can perform actions such as managing accounts, policies, and extension attributes while leveraging automated scripts for efficiency.
An OpenAI-compatible API can be effectively deployed using AWS Lambda and an Application Load Balancer (ALB) to bypass the limitations of API Gateway's authentication requirements. By setting up the ALB to route traffic directly to the Lambda function, developers can maintain a seamless integration with the OpenAI Python client, ensuring a consistent API experience. This approach offers flexibility and security when exposing custom AI services.
Jules now offers an API for seamless integration into development workflows, allowing automation of tasks like bug fixing and feature implementation. Key features include a command-line interface for task management, environment variable support, and enhanced memory capabilities for improved user interactions. Additionally, new functionalities such as image uploads, pull request feedback responses, and an interactive planning feature enhance the overall coding experience.
WAHA is a self-hosted WhatsApp HTTP API that can be set up on your server in under five minutes, provided you have Docker installed. The guide details steps for sending your first text message via the API, including session management, QR code scanning, and example payloads for message sending.
Elon Musk's AI company xAI has launched an API for its chatbot Grok 3, enhancing its capabilities for developers. This new API aims to simplify the integration of advanced AI functionalities into applications, positioning xAI as a strong competitor in the AI landscape.
The article discusses the intricacies of fine-tuning APIs, highlighting the importance of understanding their structure and functionality for better integration in applications. It emphasizes best practices and strategies for optimizing API performance and adapting them to specific user needs.
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.
A software team faced a critical issue with a primary key limit on their calendar application, which was approaching the maximum value for a signed 32-bit integer. To avoid breaking customer integrations, they implemented a temporary hack by setting the sequence to utilize the negative range of integers, buying them time to transition to a more robust solution while managing technical debt responsibly. Ultimately, the quick decision allowed for a smooth transition and effective communication with customers.
Heimdall is a lightweight data orchestration and job execution platform that simplifies complex infrastructure management while offering a secure API and web UI for job submission and monitoring. It supports pluggable commands, sync and async execution, and dynamic routing based on specified criteria, making it versatile for various data tasks. Developed by Pattern, Inc., Heimdall emphasizes secure orchestration without credential exposure.
Seyfert is a powerful Discord framework designed for efficient interaction with the Discord API, featuring low RAM usage, a type-safe environment, and a strong developer experience. It supports various package managers and is built from scratch to offer the latest features and reliable support. Contributions are welcome through GitHub.
RubyLLM is a streamlined Ruby API designed for interfacing with various AI models, including GPT, Claude, and Gemini, making it easier to build chatbots and AI applications without the hassle of managing multiple client libraries. It supports various functionalities such as image analysis, audio transcription, document extraction, and real-time response streaming, all while requiring minimal dependencies. Users can easily integrate this API into their applications by adding a simple gem and configuring their API keys.
Airweave is an open-source tool designed for agents to search across various applications, databases, and document stores, providing a standardized interface through REST API or MCP. It supports semantic and hybrid search functionalities, allowing users to create collections, configure syncs, and access data efficiently. The platform also offers a managed service with features like OAuth2 authentication, data synchronization, and a user-friendly dashboard.
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.
asyncmcp is an implementation of the MCP protocol that enhances asynchronous communication between clients and servers by utilizing various transport layers like AWS SQS, webhooks, and hybrid methods. It allows for non-blocking requests by directing them to internal queues, facilitating efficient processing without the need for immediate responses. The project offers comprehensive documentation, installation guides, and examples for developers looking to integrate async capabilities into their applications.
Tinker is a flexible training API designed for researchers and developers, allowing them to fine-tune open-source models efficiently using LoRA technology. It manages infrastructure while providing control over training processes, enabling users to focus on their data and algorithms. Tinker supports various model sizes and will soon introduce usage-based pricing after an initial free period.
Model Context Protocol (MCP) is a standardized protocol that facilitates interaction between large language models and Cloudflare services, allowing users to manage configurations and perform tasks using natural language. The repository provides multiple MCP servers for various functionalities, including application development, observability, and AI integration. Users can connect their MCP clients to these servers while adhering to specific API permissions for optimal use.
A survey of over 1,200 CIOs, CISOs, and security professionals reveals the significant impacts of API security incidents on profits, stress levels, and credibility, with 84% of enterprises having experienced such incidents. The report highlights the reasons behind these occurrences and identifies gaps in API inventories, testing, and risk assessment practices.
Qwen-MT has been updated to enhance its multilingual understanding and translation capabilities, supporting 92 languages with high accuracy and fluency. The model incorporates reinforcement learning and offers customizable features for specialized translation needs, while achieving low latency and cost efficiency. Evaluation results demonstrate superior performance over comparable models, with robust support for various contexts and terminologies.
uuidv47 enables the storage of sortable UUIDv7 in databases while presenting a UUIDv4-like facade at the API level. It employs a deterministic and invertible mapping through a keyed SipHash-2-4 stream, ensuring security and compatibility with RFC standards. The library includes a PostgreSQL extension and offers full testing and performance benchmarks.
Evaluating the need for a new API involves understanding both internal processes and vendor challenges. Chi Phan, a senior product manager, utilized discovery techniques to identify inefficiencies in manual order fulfillment and engage with vendors, ultimately advocating for an API to streamline operations and increase revenue. The article highlights the importance of continuous discovery in product management for API development.
The article appears to be an illustrated guide to OAuth, detailing its mechanisms and applications in web security and API authorization. It likely includes visual aids to simplify the understanding of OAuth's processes and benefits for developers and users alike. However, due to the garbled text, the specific content and structure cannot be accurately summarized.
SecHub is a free and open-source security platform that provides a central API for testing software with various security tools, enhancing application security throughout the software development lifecycle. It orchestrates multiple security and vulnerability scanners, allowing teams to identify and address potential vulnerabilities in source code, binaries, and web applications efficiently. SecHub offers a streamlined user workflow for scanning and reporting, supporting integrations with CI/CD pipelines and various IDEs through plugins.
The blog explores the use of various APIs, specifically the Graph API, Azure Monitor API, and Defender ATP API, for enhancing security operations and automating threat detection. It provides insights into the available data, permissions required, limitations, and includes ready-to-use PowerShell scripts for executing KQL queries across these APIs. A focus is placed on best practices for querying and the advantages of using the Graph API for comprehensive data access.
The article provides an introduction to the DeepL API, detailing its capabilities for language translation and integration into applications. It outlines the steps for getting started with the API, including authentication and example usage scenarios. Developers can leverage DeepL's advanced translation technology to enhance their applications' multilingual support.
AuthKit offers a straightforward authentication solution that integrates easily into applications, requiring a WorkOS account and specific API credentials. The guide details the setup process, including configuring redirect URIs for login and logout, and provides links to example applications for reference. Users can quickly implement the hosted authentication flow by following the outlined steps in the WorkOS Dashboard.
KTransformers is a Python-based framework designed for optimizing large language model (LLM) inference with an easy-to-use interface and extensibility, allowing users to inject optimized modules effortlessly. It supports various features such as multi-GPU setups, advanced quantization techniques, and integrates with existing APIs for seamless deployment. The framework aims to enhance performance for local deployments, particularly in resource-constrained environments, while fostering community contributions and ongoing development.
Learn how to verify your organization for API access to advanced models and capabilities. The verification process requires a valid government-issued ID and may unlock additional features once completed. If verification fails, there are specific reasons and troubleshooting steps provided.