LLM Routing with Zero Code: Content-Based Model Selection on Bedrock with Step Functions
Sending every request to your biggest model is the easiest way to burn a Bedrock budget — a "what's the capital of Japan?" question doesn't need the…
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The Authorization Gap in AI Operations: Building a Policy-Enforced EKS Control Plane with Cedar, Step Functions, and Systems Manager
Originally published in AWSBuilder The hardest problem in AI-driven operations is not getting an agent to diagnose an incident. Modern models can co…
Integrating Lambda Durable Functions into a Step Functions Workflow
At re:Invent 2025, AWS announced Lambda Durable Functions . The feature introduces a checkpoint/replay mechanism that allows Lambda executions to ru…
We Built a Poor Man’s o1 on AWS for $0.25 – And You Can Too
I remember the first time I tried OpenAI’s o1. I asked it a gnarly infrastructure question: “Design a multi‑region, strongly consistent queue that s…