16:45
2026-08-25
promptcube3.com
artificial-intelligence
5βSecond Ad Review with Strict Pydantic Contracts
A developer built CreativeAudit, a local LLM pipeline using Ollama and Pydantic v2 to enforce strict JSON output contracts for 5-second ad reviews, scoring creatives on brand alignment, constraint comβ¦