EdgeAI for Beginners

This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental concepts, popular models, inference techniques, device-specific applications, model optimization, and the development of intelligent Edge AI agents.

https://github.com/microsoft/edgeai-for-beginners

Autoswagger

A command-line tool designed to discover, parse, and test for unauthenticated endpoints using Swagger/OpenAPI documentation. It helps identify potential security issues in unprotected endpoints of APIs, such as PII leaks and common secret exposures.

https://github.com/intruder-io/autoswagger

What’s new in Python 3.15

This article explains the new features in Python 3.15, compared to 3.14.

https://docs.python.org/3.15/whatsnew/3.15.html

remoclip

A CLI tool for accessing your local clipboard from remote systems.

https://remoclip.newmatter.net

Using Async Functions in Celery with Django Connection Pooling

The blog post explains how Celery, which currently does not support native async functions, can still integrate asynchronous Python code by using the asynctosync utility from asgiref to run async functions synchronously within Celery tasks. It also discusses alternative approaches, such as using a dedicated event loop to run async code inside Celery tasks, and mentions that full async ...

https://mrdonbrown.blogspot.com/2025/10/using-async-functions-in-celery-with.html

ChatGPT Apps SDK: Your first MCP Server with Python, FastMCP, & FastAPI

The talk explains how to build an MCP server that integrates with ChatGPT using FastMCP and FastAPI. It covers setting up the Python environment, creating and running MCP tools (like a simple add function), and connecting the MCP server to ChatGPT through a public tunnel to enable ChatGPT to call custom functions, enhancing its capabilities with personalized context and tools.

https://www.youtube.com/watch?v=YAxA-7ZSn-0

Why it took 4 years to get a lock files specification

The lock file specification for Python, finalized in PEP 751, took more than four years to complete because of the complexity of capturing dependencies across platforms and configurations while maintaining security, readability, and compatibility with different tools. The process required balancing diverse ecosystem needs, resolving dependency graphs, and achieving consensus among major ...

https://snarky.ca/why-it-took-4-years-to-get-a-lock-files-specification/

google-agentic-commerce / AP2

Building a Secure and Interoperable Future for AI-Driven Payments.

https://github.com/google-agentic-commerce/AP2

Practical MCP with FastMCP & Python Tutorial – IO, HTTP Streams, APIs, and Testing

The video teaches how to build MCP servers using the FastMCP Python library. It covers MCP basics, building calculator apps with different communication protocols, integrating APIs for dynamic content, testing with GitHub Copilot, and deploying MCP servers on FastMCP Cloud for a complete development workflow.

https://www.youtube.com/watch?v=DosHnyq78xY