Topics

Backend Systems

Go services, APIs, data modeling, production service design, and backend architecture.

Platform Reliability

Observability, incident response, deployment discipline, request tracing, timeouts, and production ownership.

AI Infrastructure

LLM gateways, provider abstraction, usage tracking, cost control, reliability, and AI platform patterns.

Automation

Workflow automation, internal tools, business operations, and system orchestration.

Migrations

Legacy systems, cutover planning, operational risk, and migration strategy.

Business Systems

Software systems for small businesses, operators, inventory, CRM, dashboards, and source-of-truth design.

Engineering Notes

Short technical notes, design decisions, checklists, and practical implementation lessons.