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04 / SYSTEM RELIABILITY

Done means verified.

Tracing scheduled reporting from database state to the actual file and delivery.

AWSMySQLReliabilityAutomation

The problem

A successful job status doesn't always prove that a report is correct or delivered. Failures can hide between processing, storage and notification.

My approach

I trace the data path, inspect the actual output and distinguish processing status from delivery evidence. Recovery uses a bounded change, followed by readback and recurring read-only audits.

The result

A recovered stalled job and repeatable checks that make the next failure easier to diagnose. The focus is evidence, not optimistic status labels.

Diagnosis & automation
Another piece of the puzzleLet the tools do the busywork.
Discoveries0/8