FORGEQA ARCHITECTURE Self-hosted AI โ†’ Playwright Python tests
ForgeQA architecture diagram
Phase 1 โ€” test generation + human review (execution & RAG on the roadmap)

LOCAL LLM LAYER

LiteLLM โ†’ one code path
  • Dev: LM Studio @ localhost:1234
  • Deploy: Ollama in Docker
  • Cloud fallback off by default

PAIRS WITH TESTMCP

Plan โ†’ Code
  • TestMCP predicts what to test from a PR
  • ForgeQA generates how to test it in Playwright
Your infra. Your models. Your test code.

Built by Ramona Bonitatis ยท Phase 1 MVP ยท github.com/ramonacraft/forgeqa