From VVF to VCF: A Phased Rollout for One Private Cloud Service
TL;DR A VVF-to-VCF program should earn expansion through one complete service. Establish the current estate, define…
TL;DR A VVF-to-VCF program should earn expansion through one complete service. Establish the current estate, define…
A Docker host can run reliably for months and still fill its disk overnight or expose…
Edge servers with 1 GB of RAM and a unreliable, slow uplink need more than a…
Adding storage or compute capacity can expand the platform, but applications may still require rebalancing, licensing…
Most Linux interviews now describe a broken server and ask how you would fix it. Here…
The aircraft mental model is strongest when it exposes integration. It becomes misleading when it hides…
The rally-raid metaphor makes the division of responsibility visible. The rider cannot tow the entire support…
Amber-lane actions are repeatable but need human approval because they affect availability, capacity, identity, security, or…
A platform team should not select it merely because the environment includes AI. The decision should…
Better approach: Use higher-frequency collection for defined failure modes and critical services where the additional evidence…
The constructor model can be implemented incrementally. The platform team does not need to automate the…
Include porting work, unsupported operations, numerical validation, profiling, release engineering, and the replacement path in the…
The purpose of this model is not to create bureaucracy. It is to remove the ambiguity…
The likely failure mode is false abstraction. A clean profile does not guarantee that every underlying…
Rollback is not always enough. Some failures require an emergency disable, traffic shift, feature flag, or…