Writing
The Blog
Notes from building AI systems, automations, and full-stack products for real clients.
·4 min read
AI Automation for Small Businesses: What Actually Works in 2026
A field guide from 10+ client projects — where AI agents and workflow automation (n8n, Make.com, custom RAG) genuinely save small businesses time and money, and where they quietly fail.
AI Automationn8nMake.comAI AgentsSmall BusinessWorkflow Automation
·3 min read
Building a Custom Booking Platform on WordPress with Stripe Webhooks
How I turned WordPress into a full booking and financial management system for a group travel company — custom Stripe payment flows, webhook-driven state, per-user invoicing, and the DNS outage that almost took the business offline.
WordPressStripePHPWebhooksPaymentsCase Study
·4 min read
Building a Production RAG Chatbot with Supabase pgvector and GPT-4o-mini
A practical, end-to-end guide to shipping a retrieval-augmented generation chatbot: chunking, embeddings, pgvector similarity search, streaming responses, and the gotchas nobody warns you about.
RAGSupabasepgvectorOpenAILangChainAI Engineering