deTrouble 滌擾

We don't build tech for the sake of tech.
We build to delete trouble.

Sharing practical ideas on turning complexity into clarity — with simplicity, utility, and feasibility.

$ deTrouble --philosophy

Real technology should be like breathing air — invisible yet essential.

Principles

Simplicity

If it needs a manual, it's not simple enough.

Utility

Solve real problems, not theoretical ones.

Feasibility

Ship today with what you have.

Latest

/ 7 min read

The Thinking That AI Can't Replace

AI recombines known truths at scale — but doesn't create new ones. What stays scarce: perception, judgment, taste, and the willingness to be wrong. How to use AI without losing them.

People treat AI as a thinking replacement. When results disappoint, they blame the tool — missing the real gap.
AIcognitionphilosophy
/ 4 min read

Platforms Got AI Backwards

Platform AI is a self-checkout machine — cost-shifting disguised as innovation. The future is open doors: MCP, A2A protocols, and your AI agent talking to theirs.

Platforms added AI features to keep you locked in. But locked-in AI produces locked-in results.
AIplatformsphilosophy
/ 4 min read

You Need the Box Before You Can Think Outside It

A swing trading system rebuilt with AI looked right but was wrong at every layer. The missing step: collision — the deep discussion that transfers implicit intuition into shared understanding.

AI fills in the blanks with its own assumptions. The output compiles, passes tests, and looks right — until you realise it's someone else's picture.
vibe-codingAIlessons
/ 3 min read

Why Your Next Website Should Be AI-Native

Platforms are black boxes AI can't see into. An AI-native site is transparent — content, design, and features are all readable and modifiable by AI. That transparency compounds over time.

Platforms are black boxes. AI can't reach inside them to help you create, analyse, or extend.
vibe-codingAI-nativeweb
/ 5 min read

How to Choose a Vibe Coding Tool (Without Losing Your Mind)

Most AI coding tool comparisons focus on features. The distinction that actually matters is framework-model coupling — and whether the tool makes you more frustrated or less.

Too many AI coding tools, too many demos that don't reflect real work.
vibe-codingAIdeveloper-tools