ahmed
Boumaaza has North African Arabic roots and a pastoral sense — think “the shepherd.”RHEL 6+, Windows Server, Azure, and Hetzner. engineer
building and Vulnerability remediation, OS patching, image hardening, and Azure security. Linux and Windows Server fleets, Kubernetes, and AKS.
all writing
scan the image you actually deploy
why i want the deployed digest and its scan result together.
model rollouts need a rollback path
four replicas, four gpus, and nowhere to start the replacement.
capacity planning for llm serving
two requests can ask very different things of the same gpu.
rag needs an authorization boundary
what happens to yesterday's cached answer when access is revoked?
prompt injection is a permission problem
following a malicious ticket through the assistant's tool calls.
the tax files were in the tickets
how the support workflow created another copy of client tax data.
scan the image you actually deploy
why i want the deployed digest and its scan result together.
model rollouts need a rollback path
four replicas, four gpus, and nowhere to start the replacement.
capacity planning for llm serving
two requests can ask very different things of the same gpu.
rag needs an authorization boundary
what happens to yesterday's cached answer when access is revoked?
prompt injection is a permission problem
following a malicious ticket through the assistant's tool calls.
the tax files were in the tickets
how the support workflow created another copy of client tax data.