Topic
Sovereign AI
Private GPT, air-gapped LLMs, and regulated AI infrastructure.
Sovereign AI·2 min read
The Hidden Costs of AI: Preventing Token Shock in AWS Bedrock
GenAI is cheap on Day 1 and brutal on Day 30. Implement quotas and cost governance using API Gateway throttling, per-tenant budgets, and Bedrock usage logs.
#CostOptimization#AWSBedrock
Sovereign AI·2 min read
From Prompt to Production: The Golden Path for Secure GenAI Apps
Stop letting developers paste API keys in code. The Lambda + Bedrock + Guardrails serverless pattern for shipping GenAI features safely.
#SecureGenAI#Lambda
Sovereign AI·2 min read
The Anatomy of a Private GPT: Architecting for SOC2 in Banking
Why public chatbots fail audits. A deep dive into the AWS Bedrock + VPC Endpoint + Private Subnet topology that passes banking compliance.
#PrivateGPT#Architecture
Sovereign AI·1 min read
Sovereign AI on Metal: Air-Gapped LLM Stack with Ubuntu & vLLM
For when the cloud isn't private enough. How to run a Sovereign Appliance using hardened Ubuntu and open-source models.
#OnPremise#Ubuntu