We built 118 MCP tools for our SaaS and organized them into 19 files. Then we ran 722 manual test...
Your MCP Server Is a QA Engineer You Haven't Hired Yet
We built 118 MCP tools for our SaaS and organized them into 19 files. Then we ran 722 manual test...
A practical, code-heavy tutorial on building a smart caching layer for LLM API calls. Covers exact-match hashing, semantic similarity caching with embeddings, temperature threshold...
Every AI conversation starts from zero. You explain your architecture. The next day, you explain it...
Diagnose retrieval failures, measure recall as its own metric, and add a cross-encoder reranker to a LangChain + FAISS RAG pipeline.