LLMOps7 min read
LLMOps Security Gaps
Your team just shipped an AI-agent feature and the demo looked fine, but missing security controls quietly raise incident risk and compliance debt.
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Long-form writing for teams who inherit production AI: what breaks after the demo, what to measure, and how to leave the system operable.
14 reports in LLMOps
LLMOps7 min read
Zero Trust LLMOps for AI Agents
The on-call engineer sees strange outputs, the platform team watches latency spikes, and security gets pinged for alerts that never fire.
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Enterprise LLMOps Control Stack
A rogue-agent breach can siphon confidential customer records, inject bad outputs into downstream services, and bypass the compliance checkpoints the organization already built.
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Prompt and index change management: owners, versioning, and rollback contracts
Embed ownership metadata in the prompt definition and enforce it in the CI/CD pipeline.
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Eval gates in CI: shipping prompt and index changes like code
A Friday prompt edit that improves three demos can tank the failure set that actually runs in support.
Read reportLLMOps6 min read
Cost-aware model routing: SLMs for the 80%, frontier models for the 20%
One default frontier model for every FAQ and every hard reasoning job is how token bills grow while latency stays mediocre.
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Showing 6 of 14 reports