Why 80% of AI Agents Never Make It to Production (And How to Fix It)
Your agent crushes the demo. The CTO nods approvingly. Everyone agrees this is the future.
Field note5 min read
Insights
What it really takes to ship AI.
Data Access Control for RAG Systems — Row-Level Security and Beyond
Your RAG system just answered an intern's question using the board's confidential M&A documents.
Field note6 min read
Building Audit Trails for AI Agent Decisions: A Technical Guide
Your AI agent just approved a ₹50 lakh purchase order. A week later, someone asks why. You open the logs and find a timestamp, a model name, and the word "approved."
Field note6 min read
Scaling AI Agents from 10 to 10,000 Users — Architecture Patterns That Work
Your agent works perfectly with five beta testers. You open it to 500 users and everything falls apart — responses take 30 seconds, your OpenAI bill goes through the roof, and the agent star
Field note6 min read