Tag: Security
5 case studies
Case Studies
WyrdFold: A Self-Hostable LLM Job-Search Platform
Scored ~44,000 job postings for $167 in LLM spend with a two-phase pipeline. A full-stack AI job-search platform I built and run solo.
Web Audit Tool: Lighthouse Pipeline, Zero Leads
FastAPI scan service running Lighthouse and axe in Docker, Supabase persistence, IP rate limiting, and the distribution lesson the empty leads table taught.
API Performance: Pooling and Parallelism
Persistent browser pool, shared HTTP connections, parallelized DB operations, and JWT hardening across two FastAPI services.
Multi-ATS Job Pipeline: FastAPI Behind Next.js
Six-ATS job pipeline: FastAPI scraper, weighted scoring, Next.js admin dashboard, JWT cookie auth, auto-detect input, and 8-second scans.
Defense in Depth: A Secure Contact Form
From zero to a production-hardened contact form in 48 hours: hCaptcha, rate limiting, honeypot fields, input sanitization, and layered server-side validation.