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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.
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.
API developers must be aware of various HTTP edge cases that can lead to serious vulnerabilities and performance issues. The article discusses critical problems such as range header mishandling, content-type enforcement, and request smuggling, emphasizing the importance of proper configuration and validation in web applications.
Gemini Nano is set to be fully released for Chrome users by the end of the year, with key functionalities offered through the Prompt API. The article provides a guide on setting up the model, highlights its features and pitfalls, and suggests best practices for usage, including how to manage statefulness and import wrapper libraries in browser contexts.