14:18
2026-07-28
dev.to
artificial-intelligence
I Built an AI Proposal Writer in 2 Weeks. Here's the Exact Prompt Architecture That Made It Work.
A freelance Next.js developer built ProposalAI, a tool that generates tailored Upwork proposals using a two-stage prompt architecture. Instead of a single large prompt, the system first extracts struc…