Tag
LLM
AI Engineering
How a 6-Phase AI Pipeline Generates Creative Briefs from Ad Performance Data
Architecture of a production pipeline that turns BigQuery marketing performance signals into structured creative briefs through 6 sequential AI and deterministic phases.
AI Engineering
Prompt Guardrails: When the Data Model Is the Real Fix
How rewriting a prompt fails when the root cause is an ambiguous data model - and the pattern for using structured evidence and deterministic post-processing to keep LLM outputs accurate.