Request a hardening
review.

Send the SaaS, workflow, or infrastructure problem. I will tell you if it needs a public-surface review, a hardening sprint, or a private AI/GPU architecture.

defensive review

hardening sprint

private AI / GPU

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What needs hardening? Tell me a little about the system.

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I read these myself and reply within one working day — usually with the two or three things I would check first.

Request a hardeningreview.

Received.

Request a hardening
review.