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Don't be quick to blame the model for being weak or unstable. With today's mainstream models, in most cases it isn't the model that falls short; it's whether the tool orchestrating it has serious engineering behind it. Pick the right tool, use it the right way, and even an ordinary free model can deliver professional-grade, stable results.
Claw Code is an extensible, multi-model, autonomous AI coding assistant: fast at execution and compatible with many models. A great daily companion, well worth a try.
A hands-on local deployment test of DeepReinforce's Ornith-1.0 series: how 35B parameters actually perform at coding.
Tuning local parameters to see whether it changes how well a local model can support a code agent.
Use agency-agents to import 232 professional AI agents into your agent tool, covering 16 domains including frontend, backend, design, marketing, and security.
Use VSCode's Remote-SSH extension to edit code on an Ubuntu server right from a MacBook. No more sync headaches, and you compile and run directly with the server's resources.
Add wake word support to a voice assistant with sherpa-onnx's keyword spotter. It lowers power usage and cuts token consumption, and in my testing both sensitivity and accuracy hold up well.
Slidev is a web-based slide tool designed for developers. Write slides in Markdown and make technical talks more efficient and elegant.
Deploying the LocateAnything-3B model locally on an AMD GPU for object detection, with a real-world test recognizing drones, plus detailed setup and code notes.
Implementing offline speech recognition on Android with sherpa-onnx, from generating the project to debugging and running it. Field-tested on a Snapdragon 888, where it runs smoothly with high accuracy.
My first blog post, covering the tech choices and setup process behind this blog.
A detailed walkthrough of building a complete blog system with Next.js 16 static export, covering dynamic routes, SEO, and deployment configuration.
From color schemes to component design, sharing how I built a dark tech-style blog interface that's both beautiful and practical.
A step-by-step guide to creating and configuring Linux system services so your programs auto-start on boot. No more manual restart headaches
A step-by-step guide to configuring the Kimi K2 model in VSCode, so you can enjoy top-tier AI capabilities for next to nothing
Detailed steps for installing the rtl8812ac wireless driver on Ubuntu and using Wireshark to capture and analyze network packets
A detailed guide to building high-performance desktop apps with Tauri + Next.js + shadcn, covering project configuration, component integration, and the development workflow
This guide shows how to build an efficient local AI development environment with Cline + Ollama + Deepseek R1
Fixing DrawIO failing to launch after installing the deb package on Ubuntu
An in-depth guide to integrating and using the WebRTC library on Android, with API details and practical examples
Compiling the WebRTC source code for Android, with a record of the process.
Building a personal blog with Astro. Unlike the first time, I skipped the template and built everything from scratch.
Modifying Rust's default tracing strategy to limit output file size and rotate to a new file every day
Adding a sorting feature to the blog so posts are listed in date order
Migrating a service built with the actix framework from SQLite to Postgres
Fixing font installation issues on Ubuntu 24.04 and optimizing Chinese font rendering
Best practices and solutions to common problems with the reqwest library, for more efficient HTTP request handling in Rust
A complete guide to implementing HTTP Basic authentication in Rust, with code examples and security advice
A detailed guide to fixing Chinese input issues in VS Code on Ubuntu by adding Microsoft's official APT repository to install the full version of VS Code
Exploring the r# syntax in Rust: a detailed look at what it's for and where it applies in practice
Quickly set up a personal blog with the Astro framework, with a detailed step-by-step guide and Vercel deployment instructions