Systems notes
LLM Systems
A compact technical space for language model tooling, automation workflows, and practical reliability notes.
Automation
Small services, scheduled jobs, and operational checks designed to keep routine work predictable.
Integration
Interfaces between internal tools, APIs, mailboxes, documents, and reporting systems.
Reliability
Observability, simple deployment patterns, and careful change control for long-running services.