Prompt Test Matrix
Turn a feature brief into a practical test matrix covering expected behavior, ambiguity, safety, and formatting.
AI planning tools for developers
Each tool runs locally in the browser and shows the assumptions behind its result.
LLM Cost Calculator
Estimate per-request, daily, and monthly model cost from your own provider pricing and workload assumptions.
RAG Chunk Planner
Estimate chunk count, overlap duplication, embedding volume, and vector storage before indexing a document collection.
Latency Budget Planner
Allocate an end-to-end response target across retrieval, reranking, model inference, tool calls, and rendering.