# Why AI does not reduce your bills as a cost reduction engine. Why AI fails in 2026.
4 min read
The Consumption Burden: “Generating is Fast, Verifying is Slow”
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# Internal Apps: Simple in Theory, Back-Breakingly Expensive Expensive in Reality
3 min read
Why does software in Thailand often have such a short lifespan? Why are we constantly forced into a rework from ground zero?
# Low Maturity Software Culture: They want order-takers, not systems-thinkers
3 min read
In the Thai market, I find it truly challenging to find the right place for me. As a systems-thinker, I evaluate every order and reject the ones that don’t make sense. I focus on doing what is right…
# I'm not going to be a part of the Dead Internet: I'm back to 100% hand-written posts.
2 min read
The Dead internet is a phenomenon which majority of content online—previously crafted by humans—is now being automated by LLMS. In 2026, we’re seeing “samey” contents all over social media. It all…
# Scaling Multi-Tenant Runtimes: Why Isolation is Mandatory at 500+ DAU
3 min read
Managing an internal AI platform (OpenWebUI/LiteLLM) at a 500+ DAU scale is a constant lesson in the high cost of “Optics.” When working with innovative teams that demand the latest Gemini models the…
# AI Fatigue and peak of non-tech expectation
2 min read
I think I’ve hit AI fatigue.