A risk-based quality gate for CI/CD pipelines that supports informed release decisions in enterprise systems.
QA Leadership Toolkit - Risk-Based Testing, Gen AI Strategy & Team
Black-box-first skill suite for manual test design, risk-based prioritization, minimal test case synthesis, and release gate decisions. / ブラックボックス前提で、手動テストの観点出し・リスク優先度付け・最小ケース化・リリースゲート判定まで行う skills
Senior QA Release Readiness Portfolio | Regression Strategy | Risk-Based Testing | Defect Governance
Risk-based QA governance framework demonstrating test strategy, quality gates and incident lifecycle across e-commerce and IoT SaaS products.
Human-style deterministic TypeScript + Playwright QA agent for CRM testing with Excel evidence reports
Run CSTS/ISTQB/ISO-aligned QA, tests, and remediation loops for vibe-coded AI software
DocQA is a collection of Python scripts acting as an intelligent QA engine. v2 contains AI-powered test case generator using local LLM (Ollama) with Risk-Based Testing, automatically generates, scores, and prioritizes test cases from raw requirements.
Risk-based, multi-layer assurance harness for golf-web-app: deterministic CI gates (Playwright, Schemathesis, axe, k6, SAST/SCA/secrets/DAST, pandera), AI evaluation, four local-Ollama agents (risk, triage, exploratory, security), and Prometheus/Grafana observability. Risk register + findings log are first-class artifacts.
QA test strategy playbook covering risk-based testing, release readiness checklists, estimation models, and quality governance practices.
Curated QA engineering notes on test automation, API testing, CI, coverage, and AI-assisted quality workflows.
Practical QA strategy samples covering risk-based testing, regression planning, UAT support, release readiness, and production validation.
AI-assisted QA lab for fintech payment systems: risk analysis, test generation, API checks, and quality reports. Public
RBT Security Layer — FastAPI bot detection system with RandomForest ML, Redis rate limiting, Prometheus metrics and Docker Compose orchestration. Built for Unit 23 Risk Analysis & Systems Testing (MSMK / Pearson BTEC HND).
A QA engineering prototype that maps code/API changes to risk scores, impacted areas, regression scope, and PR-ready quality gate comments.
Comprehensive Test Plan & Bug Report portfolio. Demonstrates strategic planning, risk-based testing, professional defect reporting standards and CI-focused smoke automation using Vitest.
QA documentation sample for a service request intake workflow: requirements, risk, test cases, traceability, defects, and release readiness.
A practical QA Engineering playbook covering quality practices before, during, and after software development.
Senior-level QA Test Strategy & Quality Engineering Playbook | Risk-Based Testing | CI/CD Quality Gates | Release Decision Framework
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