[02]WORK> ls ~/work --sort=impact3 cases · 2 active

Systems I designed and built; two of them run every day. Autonomous website pipelines, product platforms and the agents that keep them moving, from interface to infrastructure.

[01/03]live, in active development

> Websites that maintain themselves

FWRD Studio builds a small business a website from a short description, then keeps working on it. The site watches how visitors use it and proposes changes the owner approves, and every site has its own MCP endpoint so it can be managed from Claude.

role
founder / product & AI systems engineering
year
2026 — now
stack
SvelteKitAstro + SanityCloudflare WorkersSupabaseStripeMCP / LLM agents

~5 min read 5 figures 7 chapters

[02/03]built, not launched (yet)

> Creator sponsorships, matched in both directions

A two-sided marketplace that matches content creators with brands whose audiences fit, then runs the deal in one app. I founded it, designed it, and rebuilt it in 2026 as an Expo and Supabase app with a reciprocal matching pipeline built on pgvector and a Claude rerank. It is built, but not launched yet.

role
founder / idea → product design → UI/UX → development
year
2025 — now
stack
ExpoReact NativeSupabasepgvectorClaude Haiku 4.5Next.js

~5 min read 5 figures 7 chapters

[03/03]running daily

> An always-on operator that works unobserved

Atlas is my personal AI operator, living on a Linux container in my homelab. It runs headless Claude Code sessions on a clock, picks up work from a task board, Discord and voice, and chooses a model per job. Every night it reviews its own failures and builds tests and guards against them.

role
founder / AI engineering
year
2026
stack
Claude CodeNode.jsBashsystemdProxmoxHome Assistant

~5 min read 4 figures 9 chapters

[04]> cat ~/experience.log, 02 ENTRIES

Agency and studio work before and alongside my own products. The client work is shown on separate pages, kept out of search.

[EOF]> more systems compiling

An agent, an automation or a product that has to work end to end. Tell me what it should do.

EVOLUTION 0034