MH
Munir Hassan
Lead Engineer · Distributed Systems & Architecture
Lead Engineer · Distributed Systems
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Operational Readiness
1 article
Systems
3 Oct 2026
Release risk usually isn't in the code
Most release risk I've dealt with wasn't a software defect. It was environment differences, unclear ownership of manual steps, late changes and rollback plans nobody had tried. What I learned preparing a high-risk platform migration.
3 min read