AI is significantly changing entire jobs, forever. A recent news report revealed that NVIDIA is deploying Codex for all its employees Imho, SWE jobs are changing forever. A new era of agentic coding is coming, and hopefully we can adapt to survive quickly. Another blog worth reading at https://x.com/mattshumer_/status/2021256989876109403?s=46 . This is a bit exaggerated…
If you are using OpenClaw quite intensively, you will find that the API cost might be a huge part of the bot. If you are trying to use top frontier models like Opus 4.6, GPT 5.3 Codex, you can easily burn hundreds/thousands of dollars per month. I tried to reduce operating cost by using some…
These days, the speed of release from Claude Code is quite … super sonic. As the CC creator tweeted last month, they use Claude Code to code for their releases, and tbh, they just released Claude Cowork this month. Early today, Claude Code 2.1.16 was released, and they introduced Claude Code Task Management System. If…
The purpose of a software engineer is to solve known problems, and to find new problems to solve The above quote from Jensen Huang – President and CEO of NVIDIA – is the whole content of the blog entry that I want to post today :-). I am lazy, so here is the short video…
Today I moved my Claude Code notes & Workflow notes to this blog entry so that it can be located easier! In this post we’ll walk through all the important Claude Code commands, workflows, tools, tips, and productivity notes you need to get the most out of your AI coding assistant environment. Getting Started with…
In this post, I will note some practices when working with VSCode Workspace, how to manage multiple projects effectively. The same practice applied to VSCode forks like Cursor IDE, Antigravity.
In this post, we’ll walk through what traditional RAG is, why it’s hitting its limits, and the evolution from traditional RAG to Agentic RAG for production-grade LLM applications.
Nowsadays, Modern AI coding tools like GitHub Copilot / Claude Code or IDE like Cursor / Windsurf have accelerated how we write software—but they’ve also introduced a new habit: vibe coding. Developers often jump straight into implementation based on intuition or incomplete prompts. The result? Misaligned intent, inconsistent architecture, and fragile systems. Spec-Driven Development (SDD)…
Today I decided to moved my Google Photos to iCloud since I cannot find an easy way to restore my Photos and Videos to my new i devices. Basically, I searched for a method to transfer Google Photos to Apple iCloud and was directed to the Apple Support page guiding to access Google Takeout to…
The note is for installing WireGuard VPN server for popular Linux Distro like Ubuntu, Debian, Fedora. Continue the on-screen guide to configure WireGuard server and add the first VPN client. The configuration file is at /etc/wireguard/wg0.conf