non-engineers

非IT技術者のためのバイブコーディング手法CGP（Core Growth Prompting）/ Empowering non-engineers via AI dialogue, so community leaders can build civic tools themselves.

Verify AI agent output with actionable evidence for non-engineers. Build better prompts by auditing AI claims and checking task status before continuing.

AskProof helps non-engineers ask AI agents for proof before trusting done.

The software engineering your AI agent assumes you already know. A book for non-engineers shipping code they cannot read — kept as source, gated by a linter, with a verification skill and an eight-session bootcamp.