Miles Ahead
AI-Powered Miles & Points News
A self-hosted content platform that scans miles-and-points blogs, clusters related stories, and uses AI to generate verified articles with structured metadata, reference pages, images, and a daily newsletter.
Automated Scanning
RSS and scrape-based scanner monitors miles-and-points blogs on configurable intervals. Content-hash deduplication prevents reprocessing.
AI Pipeline
Generate-critique-revise loop using Nemotron for generation and Llama 70B for verification. Dual-critic scoring with hallucination caps ensures factual accuracy.
Reference Pages
41 curated credit card pages across 6 categories with structured sections, Scout’s Verdict, and automatic cross-linking from articles.
Admin Dashboard
Review, approve, reject, or request revisions on generated articles. Manage sources, reference pages, and newsletter subscribers.
Image Pipeline
Searches 5 free image APIs in parallel, then scores candidates with a text pre-filter and Llama Vision model for relevance.
Zero Cost
Runs on a free-tier OCI ARM instance with SQLite, free NVIDIA API endpoints, and free image APIs. No cloud databases or paid services required.