RentPilot: AWS Bedrock Affordability Agent

API Gateway → Lambda → Bedrock (Claude 3 Sonnet). Deterministic tools, verification, and a strict JSON envelope.

Ask in plain English (you can include details like city, budget, income, transit, distance)

Show JSON envelope Backend: API Gateway → Lambda → Bedrock

Sample prompts

Each interaction is logged to the ledger (local JSONL + optional S3) for reproducibility.