Worknots on Pollo Tech Blog

The Death of the Junior Dev? How AI is Changing the Game

Fri, 29 May 2026 12:00:24 +0800

Today, while doing some career mentoring, someone asked me a tough question:

“With AI wiping out so many entry-level software engineering jobs, how should people handle this—especially self-taught developers or non-CS grads?”

Honestly, this is a reality check that engineers worldwide are facing right now. It’s especially brutal for fresh grads entering the market this year. The old playbook for breaking into tech—the one people relied on for decades—just doesn’t work anymore. It used to be that if you could write basic code logic, you could land a junior role. Today, AI has basically taken over that low-level “translation” work.

Linux Mainstream Desktop Environments

Sun, 24 May 2026 12:29:55 +0800

zh-tw

Mainstream Desktop Environments
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Desktop System	Features & Description
GNOME	Currently the most mainstream desktop environment. Modern and clean interface with a unique operation logic (with a hint of macOS). It is the default desktop for distributions like Ubuntu, Fedora, and Debian.
KDE Plasma	Focuses on extreme customization freedom and gorgeous visual effects. The default interface is close to Windows operation logic. Excellent performance optimization in recent years, combining aesthetics with relative lightweightness.
XFCE	A veteran lightweight desktop environment. Focuses on extreme simplicity, stability, and resource efficiency. Highly suitable for older computers or users seeking high performance.
Cinnamon	Developed by the Linux Mint team. The interface logic is very friendly to Windows users, with an extremely low learning curve. It balances aesthetics and performance.
MATE	Continues the classic operation experience of traditional GNOME 2. The interface is traditional, lightweight, and stable.
LXQt / LXDE	Extremely lightweight desktop environments, specially built for old hardware and resource-constrained devices (like early Raspberry Pis).
Budgie	Initially developed by the Solus project. The interface is clean and elegant, combining a modern feel with traditional desktop operation logic.
Deepin (DDE)	Focuses on extremely gorgeous UI design and transition animations. The visual effects are very eye-catching.
Pantheon	The default desktop for elementary OS. The design language heavily pays homage to macOS, emphasizing refined out-of-the-box aesthetics.

SQL Console Release v0.1.0

Sat, 16 May 2026 08:44:47 +0800

中文翻譯
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Introducing Sql Console: A Lightweight, Bastion-Ready SQL Terminal Powered by Go & Java 21
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In modern cloud infrastructure, production databases are usually tucked away securely inside private subnets. As DBAs, DevOps, and Site Reliability Engineers, our only entry point to troubleshoot or manage these systems is typically through a highly restricted Bastion Host (Jump Host).