VTK Ecosystem Expands Across Programming Languages

I built a BitTorrent client from scratch. Not using libraries. Not wrapping existing tools. Just raw sockets, async programming, and a lot of protocol reading. Here’s what I learned: • How peer-to-peer systems actually work beyond theory • Why trackers are only a small part of the system • How peers discover, connect, and exchange pieces • The challenges of handling multiple connections asynchronously Building this gave me a much deeper appreciation for distributed systems, especially how resilient and efficient BitTorrent is even today. Still improving it, but this has been one of the most fun and challenging projects I’ve worked on. I have decided to open source the project so others can learn from it GitHub Link: https://lnkd.in/dUMXdq5s Would love feedback or ideas on what to build next 👇 #programming #python #distributedsystems #networking #opensource

Ever wondered how Rust lets you write multithreaded code without the classic nightmares of race conditions and deadlocks? I just published a deep-dive article covering everything you need to know about concurrency and parallelism in Rust. Here’s what the article walks through: → The real difference between concurrency and parallelism → Spawning and managing threads with std::thread::spawn → Sharing data safely using Arc, Mutex, and RwLock → Message passing with mpsc channels for clean, lock-free communication → Coordinating threads with multi-channel patterns → async/await basics and how executors work → How Rust’s Send and Sync traits catch threading bugs at compile time, not at 3 AM in production Rust doesn’t just make concurrency possible. It makes it safe by default. The compiler is your co-pilot, and the ownership model eliminates entire categories of bugs before your code ever runs. Whether you’re coming from C++, Go, Python, or just getting started with systems programming, this guide breaks it all down with clear explanations and practical code examples. Link in the comments 👇 #Rust #RustLang #Concurrency #Parallelism #Multithreading #SystemsProgramming #SoftwareEngineering #Programming #CodingTips #ThreadSafety #AsyncAwait #RustProgramming #LearnRust #WebDev #BackendDevelopment #DevCommunity #TechArticle #CodeNewbie #SoftwareDevelopment #OpenSource

What does it take to steward two of the world's most popular programming languages? 🦀 🐍 To close #rustconf 2026, Rust Foundation Executive Director Rebecca Rumbul and Python Software Foundation Executive Director Deb Nicholson sit down for a candid fireside chat on the biggest challenges facing open source communities today: - AI's impact on language ecosystems - Cross-ecosystem interoperability - Security priorities - Governance lessons - Leading open source nonprofit organizations in a rapidly changing world Two languages. Two foundations. One stage. You don't want to miss it! Find it on the schedule: https://sched.co/2IEzy #rustconf2026 #rustlang #python #opensource

🚀 𝗗𝗮𝘆 𝟮𝟳/𝟯𝟬 — 𝗗𝗦𝗔 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲 Day 27 and continuing with dynamic programming. If Day 26 was about understanding the idea of DP, today was about applying it more confidently. The challenge is no longer just solving the problem — it’s identifying that it is a DP problem in the first place. 🔎 𝗗𝗮𝘆 𝟮𝟳 𝗙𝗼𝗰𝘂𝘀 • Recognizing DP patterns • Building solutions using subproblem relationships • Solved: ✅ Unique Paths ✅ Word Break ✅ Longest Increasing Subsequence Dynamic programming still feels challenging, but it’s starting to feel less intimidating and more structured with practice. Almost at the finish line. On to Day 28 #DSA #Python #LeetCode #SoftwareEngineering #ProblemSolving #Consistency

Everyone’s talking about LangGraph… but mostly in the context of agents. In this video, I focus on pure LangGraph programming — no agents, just practical implementation. Learn how to build stateful AI workflows step-by-step. #LangGraph #GenAI #AIEngineering #Python #LLM https://lnkd.in/gZCGP-JW

The speed of the Open Source dev community is genuinely terrifying. If you ever need your entire product reverse-engineered, optimized and reborn in three languages within 24 hours... don't hire a team Just accidentally leak your code onto npm 🤷♂️ What a day to be alive in 2026 😅 #ClaudeCode #Rustlang #Python #OpenSource #GitHub #TechHumor

Releasing QuestMate v1.0 to the community today. It has been a long process of balancing different local environments, from the core Claude Folder logic to the content_mate_v2.2 integrations. Seeing the v1.0 folder finally sitting there is a relief after weeks of debugging agent handoffs and terminal errors. Most of the heavy lifting was done using Claude Code to refactor Swift components and Python scripts on the fly. Building with AI agents makes the iteration cycle fast, but the file management can get messy quickly. How are you handling versioning when your AI agents are constantly touching different parts of the codebase?

Today we're releasing the Lightcone SDK – the fastest path from idea to working computer automation, in Python or TypeScript. The most powerful SDK for computer use. Lightcone SDK – TypeScript 0.8.0 and Python 2.35.0. Full Responses API surface: 37 fields, 200k+ context support, 12 starter templates.

We believe high-precision motion should be easy to integrate. That’s why we’re expanding our software ecosystem beyond Python: 🛠️ New C# Library: Now available on GitHub and via NuGet! Seamlessly integrate our controllers into your Visual Studio projects with just a few clicks. Also, no more manual file handling! 📡 Expanded Compatibility: One library to rule them all. Our Python and C# libraries fully support the analog NV40/3 and NV40/3CLE series, alongside our digital d-Drive, 30DV50, and 30DV300 controllers. Why it matters? By offering native C# and Python support, we’re helping engineers cut integration time by up to 40%. Less time coding drivers, more time hitting your sub-nanometer targets. Follow our progress on GitHub! https://lnkd.in/dgGxYmMx Link to C# Library Documentation: https://lnkd.in/dcsKyyN6 #csharp #python #automation #piezosystemjena #piezoamplifier #control

The low code/ no code ecosystem that thrived for the last 20 years is dying as architecture. The idea of building a custom proprietary runtime that only works for specific vendor is no longer a solution. Now you can generate apps of javascript, C#, Python,….. using new generation of platforms that are not proprietary. It helps you generate the code not own your app through monthly subscription forever. Even if the old platforms added AI generators, why sticking to proprietary if I can be free? That’s the challenge for platforms like Power Apps. Either to start new from scratch or lose the market. #nocode #lowcode #powerapps