AI App Rescue Snapshot
Fixed-scope review of one fragile AI app or workflow with a written fault map, priority fix list, and one concrete implementation path.
Available for fractional and scoped product engineering
Full-stack product engineer building AI-assisted products, Cloudflare/Convex platforms, Svelte/Astro apps, SwiftUI prototypes, and weird useful tools.
I turn messy product and workflow ideas into shipped systems: UI, backend, agents, integrations, deployment, dashboards, and the operational details after the demo.
What I build
Fixed-scope review of one fragile AI app or workflow with a written fault map, priority fix list, and one concrete implementation path.
A bounded implementation pass for one blocking bug, deploy failure, broken integration, or product workflow that prevents a demo or sale.
Implementation package for product/service schema, llms.txt, agents.txt, sitemap updates, and agent-readable commercial boundaries.
A focused fix for one failing Cloudflare Worker, Pages-to-Workers migration, D1 binding, route, asset, or Wrangler deployment path.
AI workflows
Design and build AI-assisted workflows that survive real users: retrieval, routing, UI, backend state, observability, and handoff after the demo.
Agentic commerce
Prepare Shopify, SaaS, and workflow-heavy products for AI-agent discovery, comparison, install, checkout, support, and Agentic Commerce Protocol readiness.
Cloudflare / Convex platforms
Build low-cost platform systems with Cloudflare Workers/D1/Pages, Convex, GitHub provisioning, dashboards, deploy flows, and backend operations.
Svelte / Astro systems
Build fast product surfaces, publishing systems, docs, catalogs, and content workflows with Astro, Svelte, Keystatic, and Cloudflare deployment.
SwiftUI prototypes
Prototype iOS products with SwiftUI, Convex real-time backend state, auth, process flows, messaging, push notifications, and automation scripts.
Shopify app and rescue
Build or rescue Shopify apps, Liquid/Svelte theme tooling, catalog workflows, migrations, wholesale logic, webhooks, and storefront/admin integrations.
Technical rescue
Stabilize fragile MVPs by clarifying architecture, fixing deployment paths, removing accidental complexity, and turning demos into maintainable product systems.
A self-hosted control plane for running multiple Convex app backends on one VPS.
Judgment shown: Keeps the platform cheap and inspectable while adding the boring pieces that make the system usable after the demo.
Request demoA Cloudflare Worker control plane for AI-generated static sites backed by GitHub and Cloudflare.
Judgment shown: Turns an AI demo into a maintainable workflow with clear ownership, preview gates, and deployable tenant artifacts.
Build your site nowAn iOS + Convex rental and asset management product with real-time operational workflows.
Judgment shown: Models the workflow as a living product system instead of a static CRUD app.
Discuss a prototypeA multilingual Astro + Keystatic publishing platform deployed through Cloudflare.
Judgment shown: Uses Git-backed publishing where it helps, while keeping the public site fast and maintainable.
Scope a publishing systemAn AI-assisted Turkish news platform with Astro frontend, Convex backend, dashboards, studio components, and publishing workflows.
Judgment shown: Treats media generation, editorial control, and deployment as one product workflow.
Explore media workflowsA compiler path for Shopify Liquid SSR with Svelte hydration from `.liquivelte` files.
Judgment shown: Keeps Shopify/e-commerce as a technical rescue lane while showing compiler-level product engineering beyond theme work.
Try compiler directionHow I work
I do not do unpaid architecture or implementation plans. I am happy to do a short paid discovery/scope pass, then we can decide whether to continue into prototype or build.
Map the product surface, risks, data model, integration points, and first shippable scope.
Turn the riskiest workflow into something real enough to test, demo, or stabilize.
Ship the system, wire the operations, and keep the boring pieces healthy.
Now
Working across Convex infrastructure, Cloudflare/GitHub control planes, Astro publishing systems, SwiftUI prototypes, and agent-assisted product workflows. I am especially interested in fragile MVPs that need to become real products.
Read the lab notesStart here
Send the product idea, the current state, the budget shape, and what needs to be true in the next two to six weeks.