AI Engineering
AI Agent Safety: The Substrate Pattern for LLM-Powered Systems
Dipankar Sarkar explains the Substrate Pattern for AI agent safety. How to build execution envelopes that constrain LLM-powered systems while preserving their capabilities.
7 min read
AI Engineering
Production-Ready AI-Assisted Development: The Vibes Inside Guardrails Framework
Dipankar Sarkar explains how to use AI code generation in production systems. The Vibes Inside Guardrails framework for capturing AI productivity while maintaining reliability.
7 min read
AI Engineering
RoboGPT: Natural Language Robot Programming and Industry Transformation
Dipankar Sarkar developed RoboGPT at Orangewood Labs - an LLM-powered interface enabling natural language robot programming, transforming industrial automation across manufacturing and healthcare.
6 min read