Cost optimisation

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

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