—Engineering blog
Things we learned the hard way.
Technical deep-dives from production. AI hardening, n8n patterns, performance, and the decisions that actually matter at scale.
April 15, 2026
The 12-Item Checklist Before Shipping Your AI Prototype to Production
Most AI prototypes fail in production for the same reasons. Here's the checklist we run on every client LLM system before it touches real users.
AIProductionLLMEngineering
8 min read
April 1, 2026
Why We Self-Host n8n on AWS (and the Exact Setup We Use)
n8n Cloud is convenient. Self-hosted n8n on your own VPC is cheaper, more controllable, and GDPR/HIPAA-friendly. Here's the exact architecture we deploy for clients.
n8nAutomationAWSDevOps
10 min read