Aaron Linder MSc’s Post

New blog post: Adding a self-hosted CI runner for automated system-testing of embedded Rust https://lnkd.in/esyGn6uG

There’s a reason some companies carefully choose their programming languages and runtime. At scale, every loop matters, and every request counts. If you can double or triple the performance on the same hardware, you effectively improve your cost efficiency. Of course, there are hard limits you can’t ignore, like I/O and latency. However, for services that focus primarily on stateless, computation-heavy operations—like hashing, signature verification, or inference—opting for a low-performance language is akin to burning cash. https://lnkd.in/dum4jXy5

That's the reason why the analogy of "programming languages are just tools" is flawed: because most languages are coupled with specific runtimes, and runtimes matter when scaling. Programming languages are not just a tool, but also the material that sustains the building. Choose carefully.

🚀 Discover Warp: The Next-Gen Terminal for Developers 🖥️ I’ve been exploring Warp, a terminal built from the ground up for modern development workflows. It’s packed with features that make terminal use more efficient and developer-friendly. Check out these highlights: ✅ Command Palette: Quickly find and run commands without leaving the terminal. ✅ Blocks: Organize terminal output into blocks for easier navigation. ✅ AI-powered Autocompletion: Get suggestions for the next command to run. ✅ Visual Selection: Select text or command output just like in a regular text editor. ✅ Fast Search: Search through terminal output with blazing speed. ✅ Sharing: Share command outputs or blocks as links, images, or code snippets. ✅ Built-in Collaboration: Pair programming support to work together in real-time. ✅ Rich Output: Syntax highlighting for various programming languages directly in the terminal. ✅ Customizable Themes: Personalize your terminal with light, dark, and custom themes. ✅ Productivity Focused: Boost your workflow with keyboard shortcuts, fast history navigation, and more. ✅ Cross-platform: Available for macOS, and soon for other platforms. Try it out and see how it can transform your terminal experience: Warp https://www.warp.dev/ #DeveloperTools #Productivity #WarpTerminal #AI #TechInnovation #DeveloperExperience

Today's hot take in AI code assistants: AI code assistants are great for those small, well defined tasks that I perform hundreds, if not thousands, of times a day. For example, gone are the days of filling my head with esoteric Unix commands. I've started to use Warp (https://www.warp.dev/) as my terminal. Now I can just type English and have Warp translate that into Unix commands. Want to list of all of the running Java processes on your machine, which excludes the "grep java" command, no problem. Warp will figure that out for you. Want to build up a jq/zq command, not a problem. Just ask Warp.

so working with a blank yolo model quantized to int8 was a bad idea.The edge hardware I'm using meant I took some shortcuts as training was taking to long.Anyway I ended up downloading a pre trained model and running conversion to int8 tflite model as I usually just add a class I must say tensorflow just works now on Windows every time I've had to download the tensorflow library I've always resorted to docker. I was going to run onnx but I've had issues in the path going onnx then int8 with models but man tensorflow names are weird so it makes a few flavours you'd say some partial int8 one full int8 the model called yoloint8.tflite isn't the full int8 no no no it's the yolo11_full_interger_quant.tflite. That makes perfect sense why would I stupidly think the model called int8 would be the actual int8 model. But now tensorflow is back again just working on Windows (with some downloaded dependencies onnx,c++) I think it's back to being usefull again for me as it can be packaged and shipped without sending someone to location to get running.

**Discover the Next-Gen Terminal: Warp** As a **Mac user**, I've recently stumbled upon something that has revolutionized my workflow: **Warp**. ## What is Warp? **Warp** (the **Warp Developer Terminal**) is a powerful yet user-friendly terminal emulator designed for everyone—from students to seasoned developers. Here are some standout features: 1. **Intelligent Code Completion**: Warp provides assistance from various sources, including history, documentation, and even artificial intelligence. Say goodbye to constantly running `--help` commands! 2. **Blocks**: Interactive wrappers around executed shell commands allow you to bookmark, document, and copy command metadata—all within the terminal. 3. **Built-In Git Support**: Manage your code repositories directly from within Warp. A real time-saver for projects with frequent code updates! 4. **Documentation Within the Terminal**: View markdown documentation right in the terminal and execute commands directly from it. ## Installation Requirements: - **Mac Users**: Download Warp for Mac from their [official website](https://www.warp.dev). - **Windows Users**: Join the Windows waitlist. - **Linux Users**: There's a waitlist for Linux too. ## Pricing: - **Free Plan**: Ideal for individuals and small teams (up to 5 members). Includes Warp AI with up to 20 requests per user per day. - **Team Plan**: For growing teams who want to collaborate. Priced at $12 per member per month, it includes everything in the Free plan plus additional features. - **Enterprise Plan**: Custom pricing for larger teams with security and compliance requirements. Learn more about Warp's features and pricing on their [official website](https://lnkd.in/dFC6Q4FW). Happy coding! 👩💻. --- *Disclaimer: This post is not sponsored; I'm genuinely excited about Warp!* 😊. #WarpTerminal #DeveloperTools #ProductivityBoost #terminal #Warp

Very useful embedded guide.