Build Simple MCP Server with Python and Obot Gateway

I’m excited to share pyssa, an experiment in designing an intermediate representation for Python that aims to bridge a common gap in Python tooling. Today, Python workflows often have to choose between: - ASTs, which preserve source structure well but are not directly executable - Bytecode, which is executable but less source-oriented and more tied to interpreter internals pyssa explores a middle ground: a region-based, explicit control-flow IR for Python that stays close to the source program while also being directly executable. The current prototype already supports: - lowering from Python source - execution through an interpreter - validation against CPython for a substantial subset of Python My goal is to explore whether this kind of IR could serve as a more stable foundation for future Python analysis and transformation tools. Resources: - Zenodo: https://lnkd.in/gVTMAp8E - DOI: https://lnkd.in/gAf3_u-g - GitHub: https://lnkd.in/gr92YQbz If you work on Python tooling, compilers, static analysis, or program transformation, I’d love to hear your thoughts. #Python #Compilers #ProgrammingLanguages #StaticAnalysis #SoftwareEngineering #OpenSource

🐍📺 In this video course, you'll learn how to manipulate ZIP files using Python's zipfile module from the standard library. Through hands-on examples, you'll learn how to read, write, compress, and extract files from your ZIP files quickly #python

The Hidden Cost of Inline Code in Claude Code Command Files Inline Python in Claude Code command files bloats token usage and hurts maintainability. Learn how to fix it with a proper CLI layer....

🚀 Learning Python the Practical Way: Understanding Virtual Environments Over the past few days, I started learning Python and decided to focus on building instead of just reading syntax. Today, I explored one of the most important concepts for any developer: Virtual Environments (venv) Here’s what I understood: 🔹 A virtual environment is an isolated Python setup for a specific project 🔹 It prevents version conflicts between different projects 🔹 Each project can have its own dependencies without affecting others 💡 Why it matters: While working on multiple projects, different versions of the same library can break things. Virtual environments solve this by keeping everything separate and controlled. 🛠️ What I practiced: Creating a virtual environment Activating and deactivating it Installing packages inside it Understanding how Python uses project-specific paths This concept is very similar to how we manage dependencies in Node.js projects, but implemented differently in Python. Next step: Building a simple backend server using FastAPI to apply this knowledge in real projects. #Python #BackendDevelopment #FastAPI #WebDevelopment #LearningInPublic

The latest Qt for Python 6.11 release focuses on Qt Bridges, simplifying Python-Qt integration, and continues alignment with Qt/C++ updates to keep Qt for Python up to date with upstream improvements. See what is new and what is still in progress in the release blog:

The latest Qt for Python 6.11 release focuses on Qt Bridges, simplifying Python-Qt integration, and continues alignment with Qt/C++ updates to keep Qt for Python up to date with upstream improvements. See what is new and what is still in progress in the release blog:

Better tools. Better code. Less stress. I shared 7 Python libraries that completely changed how I build automation projects. Check out the full article on my Medium account. Medium:@talhaulfat93

Many Python I/O tutorials end at print() and open(). This one goes further. On PythonCodeCrack there's a full beginner tutorial on Python I/O that covers the ground many skip — not just how to use the tools, but why they work the way they do. What's inside: — stdin, stdout, and stderr: what they are, where they come from, and why Python didn't invent them — print() in full: sep, end, flush, and why flush=True doesn't mean your data is on disk — input() and why it always returns a string no matter what the user types — File modes r, w, a, and x — including why 'w' truncates before the first write, not during it — The three-layer CPython I/O stack (TextIOWrapper → BufferedWriter → FileIO) and how to inspect it live — PEP 393: why a single emoji in a 2 GB text file can force 4 bytes per character across the entire string — buffering=1 line-buffered mode for crash-safe log files — flush() vs os.fsync() — two entirely different operations that most tutorials treat as the same thing — Python 3.15 making UTF-8 the default on all platforms, and what that means for existing code — sys.__stdout__ vs sys.stdout, newline translation, file descriptors, and TOCTOU race conditions The tutorial includes interactive quizzes, spot-the-bug challenges, a code builder, predict-the-output exercises, a 15-question final exam, and a downloadable certificate of completion. https://lnkd.in/gbYPmYgv #Python #PythonProgramming #LearnPython #CodingEducation

🚀 Just Built My First API Integration Project in Python! Today I worked on integrating a live Quotes API using Python and the requests library. GITHUB Repo Link:- https://lnkd.in/gdx-b94v The project fetches random motivational quotes from an online API and displays them in real-time. 💡 Key learnings from this project: How to work with APIs and endpoints Handling JSON responses in Python Using response.raise_for_status() for error handling Writing clean exception handling with try-except Saving API data into a file with timestamps 📌 Built Features: Fetch random quotes from API Display quote & author in terminal Save quotes in a text file for future use This small project helped me understand how real-world applications communicate with external services. Next step: Building a GUI-based Quote Generator App 🚀 #Python #APIs #BeginnerProjects #CodingJourney #100DaysOfCode #Developers #LearningByDoing