PythoC is an interesting library. It allows you to create, compile and run C executable code all within your familiar Python eco-system. If you want to learn more, check out my latest article on the Towards Data Science blogging platform for more details on how to install and use it, together with some some coding examples. https://lnkd.in/eWAku8Wg
PythoC: Compile C Code in Python Ecosystem
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Explore five beginner-friendly platforms that let you host Python apps for free, compare their limits, and pick the right one. https://lnkd.in/euMac4Hp
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🐍 Python has had frozenset for decades. Python may soon have frozendict The key nuance: frozendict is not part of a stable Python release yet. It is targeted for Python 3.15 and is available in preview builds for testing. Treat it as an upcoming feature, not something already shipped in production. Here’s why it matters ⚙️ Regular dictionaries in Python are mutable. You can add keys, reassign values, and remove items at any time. They are also unhashable, which means they cannot be used as keys in other dictionaries or stored in sets. In addition, like all mutable objects, they can be modified when passed into functions that receive them, which can make it harder to guarantee that data remains unchanged. frozendict addresses a long-standing need in the Python ecosystem for an immutable, hashable mapping type. 🔧 What it provides → Hashable - can be used as a dictionary key or stored in a set → Immutable - attempts to modify raise an exception at runtime → Preserves insertion order 💡 What this enables → Configuration objects that cannot be accidentally modified → Cache keys that require stable hashing → Safer data sharing between components → Functional-style patterns without defensive copying If you are using Python 3.15 preview builds, you can experiment with it today config = frozendict(api_version="v2", timeout=30, retries=3) # config["timeout"] = 10 → TypeError More information 👉 https://shorturl.at/g4IE6 #Python #Python3 #Python315 #Programming #ProgrammingLanguages #SoftwareEngineering #SoftwareDevelopment #BackendDevelopment #DevOps #CleanCode #SystemDesign #CodeQuality #ComputerScience #DevTactics #Developer #Programmer
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Headline: Python is evolving. Are you? 🐍 I published a quick guide on the "Modern Python Trinity" that every dev should be using in 2026: ✅ The Walrus (:=) – Clean up your loops. ✅ Match-Case – Destroy those nested if-elif chains. ✅ Parenthesized Ctx Managers – No more messy backslashes (\). #Python #CleanCode #Programming #SoftwareDevelopment #Tips
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Some essential Python packages rely on C/C++ compiled libraries that need to be installed system-wide. Pixi addresses this by managing packages and system-level libraries. #Pixi #Python #uv https://lnkd.in/ewB4Qaqk
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turboAPI - FastAPI compatible python framework, but written in Zig Apparently a drop-in replacement with a much better performance footprint by removing GIL and more handlers written in Zig. https://lnkd.in/eCAUHvV7
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The following is a blog that I published which is a practical hands on MCP guide to building a MCP Client and Server using MCPs Python SDK. MCP is a standard that is being adopted in the industry quickly as AI agents take over many workflows and giving them the right context is the biggest hurdle to making them useful. MCP is quickly proving to be a pretty essential tool for that. For anyone who is starting out in AI Engineering or Software Engineering, MCP is a concept that is becoming important to learn and this practical implementation is a solid starting point to learn what happens under the hood. https://lnkd.in/e-QuVRts #ArtificialIntelligence #AIAgents #MCP #Beginnerfriendly #Python
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