ai-finops

What an AI Agent Costs Per Conversation on AgentCore

You can read AgentCore's per-service rates straight off the AWS pricing page. What that page can't tell you — and what you actually need before you build a business on agents — is what one of your u

When Is Self-Hosting an LLM Cheaper Than Bedrock?

Two questions send teams down this path: "our Bedrock bill is growing, should we run this on our own GPU?" and "we fine-tuned a Llama, where does it go?" For most teams the answer to both is no, a

Model Evals: How to Know If You Can Use a Cheaper Model

An eval, in the AI FinOps context, is a structured comparison: run a representative sample of real production inputs through your current model and a cheaper candidate, score both against a defined qu

What Is AI FinOps?

AI FinOps is the practice of making AI workload costs visible, attributable, and optimizable — applied to the specific economics of model inference, where the unit of cost is the token, not the instan

Stretch Your Claude Code Budget with Bedrock Prompt Caching

Anthropic recently tightened usage limits on Claude Code — and if you're doing serious development work, you feel it. Long refactoring sessions, codebase-wide architecture questions, iterative debuggi

Ai finops

What an AI Agent Costs Per Conversation on AgentCore

When Is Self-Hosting an LLM Cheaper Than Bedrock?

Model Evals: How to Know If You Can Use a Cheaper Model

What Is AI FinOps?

Stretch Your Claude Code Budget with Bedrock Prompt Caching