[ 02 // SELECTED WORK ]
Commercial platforms in production first, then my own products — and the lab experiments I couldn’t resist.
$ girder implement "add rate limiting to /api/*"
→ spec generated · awaiting human approval
✓ spec approved (human-in-the-loop)
→ sandboxed agents: implement + test
✓ 41 tests green · test-integrity lock passed
✓ budget: $0.42 of $5.00 cap
✓ audit-gated merge → main
This is how I build: AI does the work, a human approves every step. Girder itself is my internal tool — the discipline is what ships in your project.
Autonomous development, with guardrails.
Describe a feature, approve the spec, and sandboxed AI agents implement, test, and deliver it to main — test-integrity locks, budget caps, and audit-gated merges enforced outside the agent's reach.
Estonian forest transactions by auction.
Forest owners sell cutting rights and forest property; vetted buyers bid. Payload CMS embedded in Next.js with Estonian eID login.
A landed-cost calculator for cross-border trade.
Live price feeds, a versioned Finnish excise-duty engine, per-component reliability statuses, and background pipelines for ingestion, alerts, and newsletters.
Meta, schema, sitemaps, redirects — one plugin.
SEO add-on for the NovaTools ecosystem: meta and robots management, JSON-LD schema for articles, products, and breadcrumbs, XML sitemaps, a redirects manager, IndexNow pings, and deep WooCommerce integrations — a React 18 admin UI on object-oriented PHP.
Multilingual WordPress, end to end.
Multilingual add-on for NovaTools: content and string translation with a translation memory, a built-in PO/MO editor, WooCommerce-wide translation, a WPML migration shim, and language switchers via blocks, widgets, or shortcodes.
Turns online frustration into products.
Monitors Reddit for recurring problems, converts pain signals into validated micro-SaaS ideas, and guides teams with an AI coach that suggests — never oversteps. The coach runs as six cooperating microservices that communicate over gRPC. Live on web, iOS, Android, and Chrome.
AI-written bedtime stories, read aloud.
Generates bedtime story ideas, writes them into full tales, and turns them into audio — shipped as a live site at unejutumaa.ee.
Microlearning, offline-first.
A mobile PWA for bite-sized idea cards; a Cloudflare Worker delivers a daily batch of AI-generated cards that accumulate on your device. No accounts, no tracking.
WooCommerce without the bloat.
Performance-first theme: HTMX-powered cart and search fragments, MVC + DI architecture, PHPStan level 8, Pest and Playwright tests in CI.
A cyberpunk strategy MMO run by AI megacorps.
Mobile-first strategy MMO where players build AI megacorporations, automate resource flows, and wage server-wide economic warfare — AI companion widgets, node-based visual scripting, async PvP duels, and player-driven order-book markets on event-sourced backends.
A project workspace in every new tab.
Links, tasks, notes, and todos organized per project — with optional Cloudflare team sync, roles, and realtime presence.
Grab web content in one click.
A Chrome MV3 extension for downloading web content and media.
View, edit, merge, split.
A PDF toolkit with a FastAPI backend and a browser-extension front end.
[ 03 // NEXT STEP ]
Bring the repetitive work — you’ll leave the audit with a scoped automation plan and a fixed quote.