AI systems & architecture
LLM gateways, RAG, AI agents, workflows, and the decisions behind reliable AI-powered systems.
Engineering Leader · Salesforce Architect · Enterprise AI
Building enterprise software. Writing about Salesforce, Enterprise AI, software architecture, and the engineering decisions behind reliable systems.
Featured essay
Why sending an email after answering a question doesn't make an LLM an AI agent — and how to actually tell workflows and agents apart.
What I write about
LLM gateways, RAG, AI agents, workflows, and the decisions behind reliable AI-powered systems.
Practical perspectives on adoption, governance, implementation, and moving beyond demos.
Apex, integrations, automation, platform architecture, releases, and scalable enterprise solutions.
Technical decisions, system design, team leadership, and building software that remains reliable at scale.