From AI prompt to structured article draft: a practical workflow
Turn a focused brief into a reviewable draft without confusing valid structure with reliable evidence.
6 min readRead field notes
Article API Lab · Category collection
AI writing
Make the draft inspectable. Keep the decision human.
AI-assisted writing is most useful when the work can be understood and challenged. This collection connects a focused brief, a constrained output shape, and a review process that treats unanswered questions as information rather than inconvenience. The structured-draft guide covers the handoff between a model and an article record. The editorial-review guide examines what a second pass can detect, what it cannot establish, and why source text must not gain operational authority. Read them together to design a workflow in which generation, checking, and release are separate stages. These are implementation patterns, not a hosted writing service or claims about a particular model’s performance.
Articles in this collection.
Build an AI-assisted editorial review that does not approve itself
Separate structural validation, evidence checking, and release authority while treating source text as untrusted data.
6 min readRead field notes