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Jacob Stephens

Safe AI automation for revenue-critical legacy systems. I design, build, and operate production systems end to end β€” a multi-portal PHP / MySQL reservations platform, multi-tenant AI assistants on Docker, a Python agent-orchestration host, and an internal FastAPI / Next.js platform to replace a SaaS vendor β€” the stack a multi-million-dollar specialty-travel business runs on. That's the Legacy-to-AI Bridge problem: modernization without a rewrite, agents without blast radius, and human-in-the-loop where it matters.

Most of that work lives in private repositories. The architecture and the reasoning behind it are written up in the ETA Platform case study and in infrastructure-patterns (sanitized ADRs, a threat model for agent sandboxes, and an operational review checklist).

Shipped apps with real users

Products I've built and shipped end to end β€” offline-first, client-side encrypted, and released to real users across web, iOS/watchOS, and Android.

App What it is Live Code
Chart35 Privacy-first Creighton Model fertility charting β€” offline-first PWA, end-to-end encrypted sync, provider sharing; in the App Store / Play / TestFlight, with users via organic search chart35.com/creighton chart35-showcase (public architecture & privacy slice)
Drome Free, local-first iOS tracker for 75-day challenges β€” one Rust rules engine driving native SwiftUI + WidgetKit, event-sourced drome.day showcase coming

Both apps run on the same pattern I use in infra work: one core, native shells, and privacy by construction. Server-side code stays private; the public showcase demonstrates the front end and the architecture.

Published packages

Small, dependency-free primitives extracted from that production work β€” each ships as a wire-compatible TypeScript + Go pair, tested against parity vectors so the two produce byte-identical output.

Package TypeScript (npm) Go (pkg.go.dev)
HMAC webhook verifiers (GitHub / Stripe / Twilio / Mandrill) @stephenspage/webhook-verify webhook-verify-go
AES-256-GCM envelope + PBKDF2 vault + zero-knowledge sealed shares @stephenspage/webcrypto-envelope webcrypto-envelope-go

TypeScript releases are published via GitHub Actions with npm Trusted Publishing (OIDC) β€” no long-lived tokens, provenance statements on every version.

Upstream contributions

More landing in the Model Context Protocol ecosystem β€” that's where the "safe AI automation" thesis externally validates.

πŸ“„ Resume Β· Portfolio Β· Available for Staff / Lead platform-infra roles


St. Carlo Acutis, pray for us.