Mid-2023, Claude pushed context window to 200k, GPT-4 sat at 8k/32k, Gemini hit 1M. Context window size became the metric for judging models. This article explains why it matters and whether you can actually use 200k tokens in practice.
After nearly a year using AI coding assistants from Copilot to GPT-4, I've hit many walls. This isn't a promotional piece—it's honest engineering feedback.
Running LLMs locally is getting popular, but what hardware should you buy at different budgets? This article provides real benchmark data to help you choose the right configuration. No product promotion, just objective numbers.
Makefile is a powerful tool for automating build processes. It provide a flexible and efficient way to manage the compilation and linking of source code, allowing developers to focus on writing code rather than managing the build process. By understanding how Makefile work and using them effectively, you can improve your development workflow and avoid unnecessary tedium.
Docker is a popular platform for containerization, a lightweight and portable way of packaging and running applications. It allows developers to create self-contained environments that can be deployed and managed consistently across different platforms.
