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Results for “openai”
6 publicationsHandle Azure OpenAI rate limits without retry storms
Separate deployment quota, short request bursts and bounded client retry behavior.
AI systems · Azure · By Cloud Security DeskConnect to Azure OpenAI without an API key
Prove Entra-based inference with a scoped runtime identity before disabling local authentication.
AI systems · Azure · By Cloud Security DeskWorkload federation across clouds needs separate trust decisions
Cross-cloud federation adds trust decisions, not a portable permission system. Map each credential and resource grant before moving a runtime workload.
Identity & access · AWS / Google Cloud / Microsoft Entra · By Cloud Security DeskWhat coding benchmarks can prove about a model
A coding benchmark result depends on its tasks, harness and tests. A reproducible count of SWE-bench Verified shows why the denominator belongs beside every comparison.
AI systems · By Cloud Security DeskModel output needs its own trust boundary
A model can produce valid JSON containing an unauthorized identifier, an unsafe link or text that a renderer interprets as code. The application consuming that output owns the next trust decision.
AI systems · OpenAI · By Cloud Security DeskStop retries from amplifying an outage
Count attempts across the complete request path, give retries a finite owner and budget, and define how repeated intent avoids duplicate side effects.
Resilience · AWS · By Cloud Security Desk