Ai finops
Model Evals: How to Know If You Can Use a Cheaper Model
- Pratik Kulkarni
- AI FinOps , AWS
- 11 Jun, 2026
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
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What Is AI FinOps?
- Pratik Kulkarni
- AI FinOps , AWS
- 09 Jun, 2026
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
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Stretch Your Claude Code Budget with Bedrock Prompt Caching
- Pratik Kulkarni
- AWS , AI FinOps
- 12 May, 2026
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
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