Ghada AL
The AI/Techno Logic Designer | PostgreSQL & DSS Architect
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Retry Storm & Duplicate Actions — Decision Boundary Case
Description
This case documents how uncontrolled retry behavior turns temporary uncertainty into duplicated actions, overload, and irreversible side effects.
I analyze:
Retry decision points
Ownership gaps between user and...
medium.com
Retry Storms: When “Try Again” Becomes a System Failure
When a system fails to respond, retrying feels like the safest possible action.
While working on a project, I encountered one of the most fragile moments in system design:
when control shifts from the system to a third party.
After user confirmation, the café may accept, reject, or remain silent.
A reliable system does not assume cooperation or wait...
I’m documenting real-world failure patterns where systems appear healthy but outcomes stall.
This case explores silent failure — when progress stops without errors, alerts, or ownership.
It’s not a technical bug.
It’s an observability and decision gap.
These are the failures that...
medium.com
A silent failure happens when nothing technically fails — yet nothing meaningful progresses.
No exceptions are thrown. No alerts fire. Dashboards stay green.
I’m currently documenting real-world decision failures in multi-actor systems.
This case explores handoff failure — when responsibility shifts between actors without explicit ownership transfer.
The result is not a technical bug, but operational confusion that surfaces later.
I...
medium.com
When Responsibility Moves but No One Owns the Decision
Most system failures don’t happen because something breaks. They happen because a decision quietly changes hands — and no one notices.