AI-Ready Websites
How I use AI without letting AI replace engineering judgment
AI is useful, but it is not a senior engineer. It can speed up research, first drafts, repetitive tasks and documentation, but production responsibility still belongs to a human. Where I use…
AI is useful, but it is not a senior engineer. It can speed up research, first drafts, repetitive tasks and documentation, but production responsibility still belongs to a human.
Where I use AI
- Drafting documentation and client summaries.
- Exploring possible approaches before choosing one.
- Summarizing logs, audit notes and long checklists.
- Generating first-pass content structures for review.
- Building guided workflows that reduce manual admin work.
Where I do not blindly trust AI
- Security decisions.
- Database changes.
- Production deployments.
- Architecture choices.
- Client-specific business logic.
My rule: AI can assist the workflow, but engineering judgment, QA and accountability stay human.
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