The public Starglass README visualizes sources flowing through the runtime into downstream agents and commands.
Problem
Watching external systems sounds simple until runs restart, sources churn, payloads duplicate, and downstream agents need stable event identity instead of raw snapshots.
Story
What I built
An observation layer for systems that need to monitor external state and turn meaningful change into normalized events.
Built-in source families cover HTTP, feeds, and filesystem inputs.
How it works
Define an observation target, choose or implement a SourceAdapter, let the runtime execute the poll, persist compact checkpoints, dedupe, and hand normalized events downstream.
What it proves
The output is a stable event envelope with enough identity and compact state to resume safely after cron jobs, restarts, or long-running watch loops.
