QA × SDET × LLM Portfolio

Showcasing QA automation pipelines, LLM-powered test generation, and CI observability

GitHub JUnit Report Flaky Analysis Coverage Japanese

CI Metrics Trend

CI Pass Rate and Flaky Trend

Projects

01

Spec to Cases

A pipeline that turns specification Markdown into test case JSON with LLM drafting and rule-based post-processing.

  • Schema validation and type-preserving transformation logic
  • CLI helpers and JSON samples for quick onboarding
View Evidence
02

LLM to Playwright

A proof of concept where an LLM expands acceptance criteria and generates Playwright tests automatically.

  • Robust selector strategy based on data-testid with a11y scanning
  • Data-driven tests via JSON / CSV drivers
View Evidence
03

CI Flaky Analyzer

A CLI that detects flaky tests from CI logs and automatically produces HTML reports and ticket templates.

  • Streaming analysis for large JUnit XML files with scoring
  • One-command generation of HTML, JSONL, and GitHub Issue templates
View Evidence
04

LLM Adapter

An adapter that orchestrates provider calls and comparison runs while keeping production fallbacks intact.

  • Supports OpenAI, Gemini, Ollama, and OpenRouter
  • Run prompts with llm-adapter --provider config.yaml --prompts tasks.jsonl
View Evidence

Weekly Summary

Weekly QA Snapshot — 2025-10-13

View All Summaries