Try this learning loop
State a prediction before changing the controls. Identify which assumption changes the result, reset and test a second case. These deliberately small models explain one mechanism at a time.
Interactive concept model
Queue backlog model
Step incoming work and worker drain capacity over time.
Predict it. Test it. Change one thing.
Local educational model. No account or cloud charges. Nothing is deployed to AWS.
Constant rates; no polling, retries, batch effects or service quotas. This models work conservation.
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