cost-reducer

What problem does it solve?

Principles and patterns for writing software that is economical to run, scale, and maintain. It covers dependency hygiene, compute optimization, and LLM token efficiency.

Core Features & Use Cases

• Dependency hygiene: prune unused dependencies, prefer lean libraries, and optimize build graphs.
• Docker and deployment: multi-stage builds, minimal base images, and caching strategies.
• LLM token budgeting: use cheapest viable models, cache responses, truncate context, and favor structured outputs.
• Performance safeguards: monitor resource usage and optimize critical paths.

Quick Start

Audit your project for heavy dependencies and apply the cost-reduction patterns to shrink runtime and cloud spend.