Client Telemetry Emulator
Yes. This is the right pivot.
We are not trying to prove AWS.
We are trying to build a safe demo model of the client’s problem.
The useful shape:
Get Smart cost-control pattern TOKENS for Manu
Exactly. That is the Get Smart cost-control pattern:
Do not spend AI tokens to rediscover answers the system already has.Better project wording:
Use deterministic system knowledge first. Use AI only when the available data, rules, or thresholds are insufficient.
For current project:
Telemetry Ingestion
The process of receiving, validating, and storing operational data from monitored systems.
Things happen
↓
Information is collected
↓
System receives itExamples of telemetry:
Failed login attempts <----
Patch status
CPU usage
Memory usage
Process started
Service stopped
Policy violation
Endpoint offline
Agent healthNotice these are events and status, not business data.