TypeScript surpasses Python in GitHub activity, marking a shift in development.

In an insightful interview with Idan Gazit, the leader of GitHub Next, we explore how TypeScript, Python, and the evolving AI feedback loop are reshaping the landscape of software development. What stood out to me was the potential these technologies have to streamline workflows and enhance collaboration in coding. How do you see these changes impacting your work or the industry as a whole?

Why is everyone suddenly obsessed with Python and TypeScript? 🔥 It's not just hype – these languages are driving MASSIVE developer product adoption! Think about it: Python's simplicity makes it perfect for everything from data science to scripting. TypeScript brings much-needed structure to JavaScript, making large projects manageable. When a language is easy to learn and use, more developers adopt it, and their tools flourish. The result? Libraries, frameworks, and tools built with Python and TypeScript gain instant traction. This creates a powerful network effect: more users, more contributors, and ultimately, better products. So, what language are you betting on to dominate the developer landscape next? 🤔 Let's discuss! —- Try out some of these AI concepts yourself! https://lnkd.in/gJJWVVBE #Python #TypeScript #DeveloperTools #Programming #TechTrends #SoftwareDevelopment #Coding

🚀 Piton v0.5.0: Modernizing the Bridge Between Elixir & Python I'm excited to announce a major upgrade to Piton, the open-source library that lets you run Python code from Elixir while bypassing the GIL! After months of work, v0.5.0 is here with a completely modernized stack. 🎉 🔧 The Modernization: We've brought Piton into 2025 with: ✅ Elixir 1.19 + OTP 27 support ✅ Python 3 only (Python 2 retired) ✅ Built-in JSON - removed Poison dependency ✅ GitHub Actions CI/CD - automated testing & publishing ✅ Latest dependencies - erlport 0.11, ex_doc 0.39 All 13 tests passing ✅ | Fully automated | Production ready 💡 Why This Matters: The real power isn't just the tech stack - it's what you can build with it. Real-world scenarios where Piton shines: 🔹 ML/AI in Phoenix Apps Run TensorFlow or PyTorch models directly from your LiveView without blocking the BEAM 🔹 Data Science Pipelines Leverage NumPy, Pandas, and SciPy while maintaining Elixir's fault-tolerance 🔹 Legacy Python Integration Migrate to Elixir gradually - wrap existing Python services without rewriting everything 🔹 Parallel Processing True parallelism - run multiple Python algorithms concurrently, bypassing the GIL using Erlang's process model 🔹 API Enrichment Call Python NLP libraries, image processing tools, or scientific computing packages from your Phoenix APIs 🎯 The Elixir + Python Sweet Spot: You get: •🏃♂️ Elixir's concurrency without the GIL limitation •🐍 Python's rich ecosystem (350K+ packages) •🛡️ Fault tolerance - Python crashes won't take down your app •⚡ Performance - modern OTP 27 optimizations •🤖 DevOps ready - full CI/CD automation Whether you're building ML-powered Phoenix apps, migrating Python workloads, or just want the best of both worlds - Piton v0.5.0 is ready. 📦 Get it: https://lnkd.in/ecarHYk 📚 Docs: https://hexdocs.pm/piton 💻 GitHub: https://lnkd.in/dkk9W8M #Elixir #Python #OpenSource #MachineLearning #AI #WebDevelopment #Phoenix #DataScience #SoftwareDevelopment #DevOps #ElixirLang #FunctionalProgramming

Are you a Pythonista looking for something completely different? If you've been looking for an opportunity to go beyond Python in your toolbox of programming languages, and have been curious about Rust, this is an opportunity you won't want to miss. In partnership with Bob Belderbos of Pybites fame, I've put together a coaching course that will provide just the right amount of guidance to introduce you to Rust. You'll be building a real JSON parser library in Rust, and I'll show you how to use it from a Python application to get an incredibly fast parser that you entirely wrote yourself. You'll get just enough foundational Rust to feel confident and to diminish the intimidation of learning this increasingly popular language. The cohort sign-up link is in Bob's message below. Come join me and expand your software career way beyond high-level Python application development into the bowels of a highly performant, strongly typed language.

A significant milestone for the web: TypeScript has overtaken Python on GitHub. This signals a major shift toward typed systems, which are becoming essential as AI agents take on more coding tasks. The contracts and clarity they provide are the bedrock of AI-assisted development. #TypeScript #SoftwareDevelopment

"Typed languages reduce hallucination surface area..." TypeScript, Python, and the AI feedback loop changing software development - The GitHub Blog https://lnkd.in/gpz7PZ-y

LangChain in the wild — Python vs. TypeScript Over the past few weeks, I’ve been experimenting with both LangChain (Python) and LangChain.js (TypeScript) to see which direction developers should bet on for the long run. Here’s what stands out: - LangChain (Python) is miles ahead in ecosystem maturity — richer integrations, faster updates, and a huge community around RAG, vector stores, and agent frameworks. - LangChain.js feels leaner and more developer-friendly for web integrations, especially if you’re already deep in Node or React. But it still lags behind when you want to do serious AI orchestration or model evaluation. My takeaway: build with LangChain.js if you want fast web deployment, but learn the Python version if you want to go deep into GenAI systems. The future probably belongs to teams that can leverage both — Python for intelligence, TypeScript for delivery. #AI #LangChain #TechLeadership #DeveloperExperience

🚀 Starting Your Coding Journey? Begin with Python! If you’re just entering the tech world, Python is the perfect first step. Why? Because it’s: ✅ Simple & easy to read ✅ Beginner-friendly ✅ Super versatile (Web, Data, AI, Automation—you name it!) Here’s a roadmap to get started with Python 🐍👇 🔹 Step 1: Learn the Basics Variables & Data Types If/Else, Loops Functions 🔹 Step 2: Understand Data Structures Lists, Tuples, Dictionaries, Sets String Manipulation List Comprehensions 🔹 Step 3: Build Mini Projects Calculator App To-Do List Weather App (using APIs) 🔹 Step 4: Explore Real-World Applications Web Development (Flask/Django) Data Analysis (Pandas/Numpy) Automation (Selenium, Scripts) 🎯 Pro Tip: Don’t rush the process. Code daily. Break things. Learn by doing. 👉 Follow for more beginner-friendly tech content! #Python #CodingJourney #PythonForBeginners #LearnToCode #100DaysOfCode #ProgrammingTips