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Agentic AI & Cloud Security

Nash Ogden

Published articles
53
Nash Ogden

Agentic AI & Cloud Security

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Articles (53) — Page 2

7 min

AWS KMS Encryption Architecture (2026): The Per-Tenant CMK Trap, the 10,000 req/s Shared Quota, and When AWS-Owned Keys Win

Most KMS guides stop at "enable encryption." The architecture decision that actually bites is the key boundary: split one CMK into 3,200 per-tenant keys and you pay ~$3,200/mo in key storage alone while still sharing a single 10,000 req/s symmetric quota. The post covers the decision matrix, the throttle math, and the encryption-context pattern that gives per-tenant isolation without per-tenant keys.

7 min

Amazon Bedrock Automated Reasoning Checks: Production Hallucination Prevention with Math-Validated Factuality

Bedrock Automated Reasoning checks ground LLM outputs against formal logic policies you encode and mathematically validate that the response is consistent with the policy. This guide covers when to use Automated Reasoning vs contextual grounding, how to author the policy in production, the integration with Bedrock Guardrails, and the regulated use cases (HR, insurance, eligibility, regulatory determinations) where the difference matters.

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