Too Cheap to be Good? Think Again.

I am tired of control panels that break free features to sell paid plans.

I moved from CyberPanel to aaPanel because I wanted stability. But aaPanel limits your control. You cannot manage OpenLiteSpeed directly. You must use their layer.

My needs changed. I now use more Astro and static sites. I do not need PHP as much. OpenLiteSpeed loses its edge here. Caddy is better for me. It handles HTTPS automatically and has clean configs.

I searched for a Caddy control panel. I found tools on GitHub, but they are not ready for production. They are either too simple or unfinished.

I decided to build a minimal VPS management toolkit. No Docker. No heavy control panels. Just shell scripts, a FastAPI interface, and Caddy on Ubuntu 24.04.

I used this project as a benchmark for AI coding tools. I tested 8 combinations of tools and models. I ran two phases: Architecture and Implementation.

I tested them on a real project, not a synthetic test. Real projects have security needs, error handling, and cross-file consistency requirements.

Here are the results:

• Most models fail to ask questions before they build a plan. • Most models do not propose a unified CLI entry point. • Many models deliver code with silent, breaking bugs.

I used an external model to review the code based on security, correctness, and quality.

The winner was GLM 5.2 via OpenCode.

It was the only model to score 25/25. It was the only one production-ready. It tested its own code, fixed its own bugs, and handled complex edge cases.

The most shocking part? The cost.

• Total cost for the winning toolkit: $1.94. • Estimated cost for the same task on Copilot + Sonnet: ~$25.00.

The winner was 13 times cheaper than the industry leaders.

You do not always need the most expensive model. Use the right tool for the right task:

  • BigPickle (Free): Best for debugging and quick questions.
  • DeepSeek V4 Pro ($0.44/M tokens): Best for boilerplate and short scripts.
  • GLM 5.2 ($1.40/M tokens): Best for architecture and complex security.

Stop assuming high price means high quality. Intelligence is about routing tasks correctly.

Source: https://dev.to/pascal_cescato_692b7a8a20/too-cheap-to-be-good-think-again-4nj0

Optional learning community: https://t.me/GyaanSetuAi