Blog

Thoughts on engineering, cloud architecture, and leadership

Brian Carpio

How to Build a Multi-Layer Defense System Around LLMs

A comprehensive guide to building layered defenses around LLMs including input moderation, refusal detection, QA testing, logging, alerting, and regression testing. Treat LLMs like untrusted external systems.

AILLMSecurityArchitecture
Brian Carpio

ChatGPT and AI As An Augmentation of Human Thinking

AI's true value isn't in replacing workers—it's in becoming an augmentation of human thinking. How I use ChatGPT as a thought partner for personal introspection, career strategy, investments, and real-time brainstorming.

AIChatGPTProductivityThinking
Brian Carpio

Theory Of Constraints & The Goal

How the principles from The Goal by Eliyahu Goldratt and the Theory of Constraints can be applied to software development to identify bottlenecks, optimize throughput, and improve feature delivery speed.

Software DevelopmentManagementSDLCTheory of Constraints