Ghada AL
The AI/Techno Logic Designer | PostgreSQL & DSS Architect
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Applied Data Science Capstone
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Technical Decision-Making SQL System (TDMS)
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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 system
Missing escalation boundaries
Idempotency failures
Deliverables focus on:
Clear retry constraints
Decision flow clarification
Safe stop conditions instead of endless repetition
This work is fully asynchronous and documented as decision logic, not implementation.
https://medium.com/@algoroalgorithm/retry-storms-when-try-again-becomes-a-system-failure-a537d147ee46
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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 focus on clarifying these hidden decision boundaries before they turn into costly failures.
https://medium.com/@algoroalgorithm/when-responsibility-moves-but-no-one-owns-the-decision-296e8eb19f7b
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