Microsoft Aspire 13 adds Python support with orchestration and deployment

Comprehensive workflow illustrating how Django's Generic Views orchestrate form rendering, CSRF protection, validation, and persistence from client request to server response. request → validation → save → response. #Django #Python #WebDevelopment #Coding #FullStackDevelopment

house price prediction system using: 1. tools: -vs code, colab, swagger 2.programing language/script: -python, JavaScript 3.framwork and library: - fast Api, reacts 4.dataset: - Kaggle for house price prediction 5.serialization: -pkl from development until deployment

You ever hit a wall trying to run JavaScript logic inside a Python tool? This one got me recently... I assumed I had to spawn a heavy Node.js subprocess just to parse some data. It felt clunky. Then I found a better way. Turns out you can embed the V8 engine directly into Python using PyMiniRacer. Creates a secure sandbox for your JS code without the startup lag. If you need full Node modules, stick to subprocesses. But if you just need raw logic speed? The embedded approach is magic.

A sandbox is only a sandbox if it actually enforces a boundary. In CVE-2025-68668, Python code running in n8n’s Code node was able to escape its intended Pyodide sandbox by crossing the JavaScript bridge and accessing Node.js internals. No memory corruption, no undefined behavior, just documented runtime features interacting in unsafe ways. I wrote a technical breakdown that covers: where the trust boundary failed how the sandbox collapse happened in practice a reproducible PoC using a vulnerable n8n version why the eventual fix works and what this means for workflow engines and low-code platforms that execute user-supplied code. If you work with automation platforms, sandboxing, or secure execution models, this is worth reading. 🔗 Full write-up: https://lnkd.in/eprtFKVk

Until recently, I believed Python and the browser lived in two different worlds. While reading about Pyodide, I learned that CPython itself can be compiled to WebAssembly and executed directly inside the browser. This isn’t a transpiler or a simplified runtime — it’s real Python running client-side. What makes this interesting is the implication: data analysis, visualizations, and interactive Python tools no longer require a backend. Libraries like NumPy and Pandas can run inside the browser and even interact with JavaScript and the DOM. This doesn’t replace traditional backend architectures, but it clearly shifts the boundary of what browsers are capable of. The idea that the browser is “just for JavaScript” feels outdated now. #Python #WebAssembly #Pyodide #WebDevelopment

Day 5 — Django Basics Focused on Authentication and User Data today. Looked into how Django handles: User login and session management Secure storage and access to user-related data Starting to understand how authentication is deeply integrated into the framework and why Django is trusted for real-world applications. #Django #Python #BackendEngineering #SoftwareEngineering #WebDevelopment #LearningInPublic #PythonDeveloper

📊 Looking to build desktop software with Python? This guide covers the top Python GUI libraries from simple and lightweight (Tkinter) to powerful and professional. Learn use cases and pick the right tool for your app. 🚀 More Info: https://lnkd.in/gUfXk3a3 #PythonDev #SoftwareDevelopment #TechnologyLeadership

Recently, I implemented role-based authentication in a backend project using Python, Flask, and MySQL. It was a great way to understand how to: Assign roles to users like user, admin and superadmin. Restrict access to certain pages based on roles Secure endpoints in a real-world scenario Testing the APIs in Postman helped me see exactly how different users access different parts of the app. Hands-on practice like this teaches much more than tutorials alone. #Python #Flask #BackendDevelopment #Postman #RoleBasedAuth #LearningByDoing #APITesting #CareerGrowth

In almost every Django REST Framework project, we use pagination - but writing the same long code again and again can be tedious. To simplify this, I created 𝘀𝗶𝗺𝗽𝗹𝗲_𝗱𝗿𝗳_𝗽𝗮𝗴𝗶𝗻𝗮𝘁𝗶𝗼𝗻, an open-source package that lets you add pagination to your views with just 𝗼𝗻𝗲 𝗹𝗶𝗻𝗲 𝗼𝗳 𝗰𝗼𝗱𝗲. It supports 𝗽𝗮𝗴𝗲, 𝗹𝗶𝗺𝗶𝘁, 𝗮𝗻𝗱 𝗰𝘂𝗿𝘀𝗼𝗿 pagination, is fully tested, and ready for production. Explore the package: GitHub: https://lnkd.in/gu7VBGPD PyPI: https://lnkd.in/gWqMgMXn #Python #Django #DRF #BackendEngineering #OpenSource #WebDevelopment

JsWeb — A Blazing-Fast ASGI Python Web Framework with Zero-Config AJAX, Admin Panel & Built-In API Docs By Jones Peter Introducing JsWeb — A Blazing-Fast ASGI Python Web Framework for Real-World Apps 🚀** The Python ecosystem has amazing web frameworks, but most of them fall into two extremes: Too simple — where you must install dozens of libraries to build anything real So we built JsWeb — A modern ASGI-based ... https://lnkd.in/ek2q9522