All Things You Should Know About Testing and DevOps
Tuesday, 17 February 2026
MODERN END TO END IBRD CREDIT SCORE AI PREDICTOR FULL STACK WITH CHAT ASSISTANT APPLICATION DEVELOPMENT, TESTING, AND CI/CD
MODERN END TO END IBRD CREDIT SCORE AI PREDICTOR FULL STACK WITH CHAT ASSISTANT APPLICATION DEVELOPMENT, TESTING, AND CI/CD
🔷 Development: Modular React frontend + Node proxy + FastAPI ML — component-first UX fixes and clear error propagation for robust predictions.
🟩 Unit Testing: Jest + React Testing Library verify component logic and edge handling (form, chatbot, error flows).
🟨 Feature / E2E: Cucumber feature specs + Playwright exercise full user journeys (form scoring, chatbot insights, internet comparison).
🟥 API Smoke: Postman/Newman validate proxy ↔ ML connectivity and quick failure detection.
🟪 CI Orchestration: azure-pipelines.yml automates lint → test → build → containerize → publish; uses docker-compose*.yml to reproduce environments.
🟧 Health & Stability: Pipeline health/wait gates prevent flaky E2E runs; tests assert styled fallbacks (red-on-yellow) for service outages.
🔎 Visibility: CI publishes HTML/JUnit reports and coverage (Cobertura) so regressions are traceable across test → UAT → prod.
YouTube Play List:
MODERN E2E IBRD CREDIT SCORE AI PREDICTOR FULL STACK WITH CHAT ASSISTANT APPLICATION DEVELOPMENT
MODERN END‑TO‑END IBRD CREDIT SCORE AI PREDICTOR – FULL‑STACK & CHAT ASSISTANT TESTING PIPELINE
MODERN END‑TO‑END IBRD CREDIT SCORE AI PREDICTOR – FULL‑STACK & CHAT ASSISTANT CI/CD PIPELINE
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