Field Notes From Real Automation

Perspectives from building AI that actually ships — patterns, playbooks and provocations from the front lines.

We don't post theory. Everything here is drawn from real-world builds, scaled systems, and frontline delivery. You'll find working patterns, honest lessons, bold takes — and soon, case studies from our deployments across manufacturing and complex operations.

Stop Vibe Coding: Why 'Think Slow, Act Fast' is the Only Way to Build Software in the AI Era

From Use Cases to Workflows: How AI Is Quietly Rewriting the Way Work Gets Done

Integrating AWS Bedrock and MongoDB (Part 2) - Agentic Interaction

Integrating AWS Bedrock and MongoDB (Part 1) - RAG

Your AI Prompts As The Operating System For Your Business

Using AI For Intelligent Automation

Using Generative AI To Enhance Recommendation Systems

Integrating Large Language Models With Human Workflow To Identify Vulnerable Customers

Addressing The $125bn First Party Fraud Challenge using AI & Machine Learning