LLM token efficiency benchmarks, context window cost calculators, Next.js architecture and MCP servers.
Interactive pricing calculator comparing input context, output tokens, and prompt caching discounts across Claude 3.7, GPT-4o, Gemini 2.0, and DeepSeek.
Production TypeScript architecture blueprint for embedding-based semantic caching in Next.js App Router with Upstash Redis Vector.
Production template pack for building Model Context Protocol servers in TypeScript. Supports Stdio and SSE transports with schema validation.
Diagnostic guide and TypeScript AST parser to strip redundant markdown tokens, collapse structural whitespace, and reduce agent prompt costs.
TypeScript generator converting Zod schemas into OpenAI and Anthropic JSON Schema Strict Mode formats with automated property validation.
Interactive decision checklist and benchmarking guide for retrieval-augmented generation. Evaluates chunk size, overlap ratios, and re-ranking pipelines.