The blog
Thoughts on building software
Long form thinking on architecture, debugging, AI in production, and the messy intersection of code and business. The trade-offs, failures, and decisions that do not fit into tutorials.
28
ARTICLES
11
TOPICS
Weekly
NEW POSTS
Stay in the loop
New posts, straight to your inbox
One email when something new goes up. No spam, unsubscribe anytime.
Showing 3 of 3 articles
AI Development · 10 min read
1 months ago
How I Built an AI Document Assistant for a Client
A client's property team spent hours every day hunting through leases and policies to answer simple questions. Here is the real story, with full code, of how I built an AI document assistant that answers from their own files in seconds, with sources.
private aiai document assistantllm for business+5 more
Read 
AI Development · 9 min read
4 months ago
Why Most AI Automation Pipelines Break in Production - The AI Workflows with n8n and OpenAI Architecture That Actually Works
Many AI automations work in demos but collapse in real systems. This article explains why most pipelines fail and how AI workflows with n8n and OpenAI create a reliable automation architecture.
openai architectureai automation pipelinesai orchestration+5 more
Read 
AI Development · 8 min read
4 months ago
Building Production-Ready AI Workflows with n8n, OpenAI, and Vector Databases
Many teams build AI features but struggle to turn them into reliable automation systems. This guide explains how to design production AI workflows with n8n, OpenAI, and vector databases to automate real business operations efficiently.
ai automation pipelinesai architectureai workflows+5 more
Read