Prompt engineering has evolved far beyond basic text completion. Today's enterprise AI workflows require orchestrating vision models, code execution artifacts, and real-time API integrations.
1. The Multi-Modal AI Pipeline
We construct agent chains where Claude Sonnet analyzes a brand guideline PDF, generates structured Midjourney visual prompts, evaluates generated image assets, and writes responsive HTML components automatically.
2. Vector Search & Memory Persistence
By connecting Pinecone or Supabase vector stores, agents maintain long-term memory across client sessions, ensuring strict adherence to historical brand preferences.
