LLM Release Management: How to Ship Prompt and Model Changes Without Breaking Production
An LLM feature has four parts that change on their own. Release them as one versioned artifact behind an eval gate. The rules, tables and build order.
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An LLM feature has four parts that change on their own. Release them as one versioned artifact behind an eval gate. The rules, tables and build order.
Why LLMs hallucinate, the three kinds of AI hallucination, and which controls actually reduce it, ranked by cost and matched to the cost of an error.
SaaS vendors keep the service up. Keeping your records recoverable is usually your job. The shared-responsibility gap, and how boards should close it.
Credit card surcharge rules differ by network, state and country. When a surcharge is legal, what it does to sales, and cheaper ways to cut card costs.
Much of payments profit is interest on money in transit. Instant rails remove the transit, rates swing the yield. How to find float dependence.
Passkeys remove phishable passwords, but enterprise rollout hinges on synced vs device-bound keys and account recovery. A phased plan by user population.
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