Dev.to
7/10/2026
The original title is: "I Built an RFP Compliance Checker in One Session — Here's the Exact Stack"
Original: I Built an RFP Compliance Checker in One Session — Here's the Exact Stack
Short summary
A developer built a free RFP compliance checker using Groq's Llama-3.3-70b and a single Cloudflare Worker. Paste a procurement spec and your draft response to get a compliance matrix showing covered, partial, and missing requirements. The hardest part was prompt engineering for consistently structured JSON across varied procurement formats.
- •Free RFP compliance checker using Groq Llama-3.3-70b on Cloudflare Workers at $0/month cost
- •Returns structured compliance matrix: covered, partial, missing requirements with gap suggestions
- •Key challenge was prompt engineering for deterministic JSON output across diverse procurement formats
Generated with AI, which can make mistakes.
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