Blog

Notes on operating AI in production.

Perspectives on PromptOps, governance, observability, and what it takes to ship AI features safely.

Inside the Vault: where raw prompts live

The Vault is where SchneeAI stores encrypted raw prompts and outputs — separate from operational metadata, with its own retention and access controls. A design walk-through.

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PII scanning in production: what actually blocks the call

Pre-call PII scanning is harder than post-hoc logging. A walk-through of categories, severity, verification, and what to do when the scanner is wrong — the design behind SchneeAI's 17 categories.

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What is PromptOps?

PromptOps is the discipline of treating prompts as production artifacts — versioned, observable, governed. A practical introduction for teams shipping AI features.

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