api-optimization

AI-powered text compression library for RAG systems and API calls. Reduce token usage by up to 50-60% while preserving semantic meaning with advanced compression strategies.

💰 Optimize your Claude API usage to save 50-90% on costs with batching techniques and efficient request management.

This repository is a collection of highly optimized API templates designed to help developers quickly build efficient, scalable, and secure APIs for various purposes. Whether you're building a simple CRUD application, an authentication system, or a complex microservice architecture, you'll find reusable templates that follow industry best practices

Production-grade Zstd dictionary compression microservice for small JSON APIs. Solves frame overhead & schema drift with trained dictionaries, versioned registries, and dual-signal drift monitoring. 75%+ savings on disjoint holdouts.

ML-powered nautical prospecting tool. 90% API cost reduction via coastline-aligned buffering. Built with Python, Scikit-Learn, and SQL. Dashboard live below.

Production-grade ComfyUI custom nodes for optimizing external API workflows — cost tracking, deterministic caching, and lazy execution bypass.

A comprehensive demonstration of 7 proven API optimization techniques implemented in FastAPI, with benchmarking tools to measure and compare performance improvements.

FastAPI service that routes each LLM request to a provider by prompt complexity and logs tokens and cost to Supabase, with a semantic cache and an MCP server.

AI skill for Claude, Cursor & Codex that designs system architecture for new projects and audits existing codebases — clean, ranked Markdown reports on system design, API optimization, and architecture health. No fluff, just actionable fixes.