Agentic Infrastructure
ProductionAISystems
You don't need a dev team, a six figure budget, or permission anymore. Just vision, taste, and the right tools. These are two production platforms I built to prove it.
API Integrations
Custom Scripts
Automated Pipelines
Claude Code Skills
AI Images ($0.10/ea)
01
GLP1 Clinics
Finding the right GLP-1 doctor used to mean hours of manual research, city by city, with no way to know who actually prescribes what. I built a system that does it automatically across all 50 states.
Data Pipeline
NPI Registry + CMS Data
Cross-references prescriber data to find doctors actually prescribing semaglutide
Supabase (PostgreSQL)
13+ migrations, 15+ indexes, Row Level Security
Ratings, hours, photos
URLs, metadata, verification
Typesense Search Index
34 field schema, geo-proximity, faceted filtering
Claude API, City Pages
Unique editorial content per city using local data + regulations
Next.js ISR, Vercel
Live at glp1clinics.com. ISR caching: 1hr homepage, 12hr city pages
Tech Stack
Frontend
Data & Search
Payments & Email
Analytics & Deployment
Script Highlights
generate-news.mjs
autonomous agentA fully autonomous news agent. Searches the web, writes articles with sourcing requirements, runs its own editing pass, publishes daily at 9:07 AM. That’s not a script, that’s a content employee.
mark-verified-clinics.mjs + verify-clinics-website.mjs
quality controlAn automated quality control system. One crawls websites looking for actual drug names. The other deactivates clinics that don’t pass. Self-cleaning data.
scrape-clinics-google.mjs
self-healingAuto-targets the cities with the lowest clinic counts. The system knows where its gaps are and fills them. Self-healing infrastructure.
generate-top10.mjs
data + editorialComposite scoring algorithm that ranks clinics, then Claude writes mini-reviews and comparison data for each city. Data + AI editorial at scale.
seed-npi.mjs
core insightCross-references CMS Medicare prescriber data to find doctors who actually prescribe semaglutide/tirzepatide. Not just finding doctors, finding the right doctors.
keyword-research.mjs
self-directingAn AI agent that discovers its own content opportunities weekly. The system generates its own roadmap.
AI Features (Claude API)
🎯
Clinic Matcher
Describe your needs, Claude recommends clinics based on location, insurance, telehealth, medication preference.
⚖️
Clinic Compare
Side by side analysis of any two clinics with AI-generated insights on pricing, services, and ratings.
💬
FAQ Assistant
Knowledge base powered by blog content with intent extraction. Answers GLP-1 questions contextually.
What It Replaced
Before
Hours of manual research per city. Googling clinic names one by one. No way to know if a doctor actually prescribes semaglutide or just shows up in a directory. No verification, no scale, no system.
After
One pipeline that discovers, verifies, enriches, and publishes clinic data across all 50 states. Runs on a schedule. Cleans its own data. Fills its own coverage gaps.
02
Dusklight
Launching an e-commerce brand used to mean studio shoots, agency retainers, and months of setup across a dozen platforms. I wanted to know what would happen if one person with the right tools could do all of it. 124 product images. $12.40 total.
Image Generation Pipeline
Reference Photos
iPhone shots of physical products. The only real photography in the pipeline.
Prompt Engineering
Scene descriptions, lighting, camera angles. Creative direction translated to AI.
WaveSpeed AI (FLUX Kontext)
Reference-guided generation. Maintains product accuracy across all scenes.
Shopify Product Pages
Auto-uploaded with SEO metadata, alt text, and variant assignments
E-Commerce Data Flow
Orchestration
Claude Code, 19 Skills
Orchestrating the entire brand from one terminal
🛍️
Shopify
REST + GraphQL Admin
🎨
WaveSpeed AI
FLUX Kontext
📧
Klaviyo
11 email templates
📊
GA4
E-commerce tracking
📢
Google Ads
Shopping + Search
📌
20 pins, 5 boards
Script Inventory
generate-images.ts
Batch image generation via WaveSpeed API with prompt templates
upload-to-shopify.ts
Pushes images + metadata to Shopify via Admin API
sync-klaviyo.ts
Syncs product catalog + creates automated email flows
build-gmc-feed.ts
Generates Google Merchant Center product feed for Shopping ads
pin-products.ts
Auto-posts product pins with rich metadata to Pinterest boards
setup-ga4.ts
Configures e-commerce event tracking + conversion goals
generate-seo-blog.ts
AI-written blog posts targeting long-tail candle/home decor keywords
audit-skimlinks.ts
Validates affiliate link placement and commission tracking
sync-google-sheets.ts
Revenue dashboard. Pulls Shopify orders, ad spend, and margins into a live spreadsheet
What It Replaced
Traditional
$150/photo for studio shoots. $2,000+/mo for an email marketing agency. Separate teams for ads, SEO, and social. Manual product uploads one at a time. You needed capital just to get started.
$18,600+
estimated traditional cost for 124 photos alone
Dusklight
$12.40 total for all 124 product images. Email flows, ad campaigns, SEO content, Pinterest pins, analytics, and product management all handled from one terminal.
$12.40
total image generation cost
How I Build
The Operating Model
Every system I build starts the same way. Something is taking too long, costing too much, or just shouldn't require a human to do it.
01
Find the Bottleneck
Look at where you’re spending hours doing something manually. Reading Google Ads one by one. Scrolling through GA4 reports. Researching clinics city by city. That’s the system waiting to be built.
02
Know What You Want, Not How It Works
You don’t need to understand APIs or databases. You need to know what you want it to do, what you want it to look like, and how it should make your life easier. Claude Code handles the technical translation.
03
Build What Wasn’t Possible Before
These systems used to require a full engineering team and significant capital. Now one person can build production infrastructure that processes data, generates content, and runs operations at scale.
Custom Claude Code Skills (19 total)
Gold = Dusklight skills. Teal = GLP1 Clinics skills.
Want to Build Something Like This?
If you've been thinking about a system, a product, or a workflow but assumed you'd need a huge budget or a full team to make it real, let's talk. The tools are here. You just need someone who knows how to use them.