Evidence-first release intelligence for AI agents.
Modern enterprise defect tracking, vulnerability scoring (CVSS v4.0), and release governance platform. Built with Next.js 14, Fastify, and PostgreSQL to modernize Bugzilla with interactive CPM blocker graphs, AI triage, and zero-leakage security.
QA Skills Marketplace for AI-assisted testing: 60+ reusable QA skills, workflows, release governance, automation, API testing, performance testing, security testing, mobile testing, and data quality frameworks.
Reusable LabVIEW compare action with stewarded validation, release, and downstream adoption workflows.
Source-available non-commercial base control plane for OpenClaw runtime deployment, private ingress, scheduler automation, release governance, and managed agent extensions.
Senior QA Release Readiness Portfolio | Regression Strategy | Risk-Based Testing | Defect Governance
Commit-boundary proof corridor showing whether an attempted action may complete under live state before consequence can bind.
A practical framework for AI release readiness, Lifecycle gates, decision rights, and reusable artifacts for release-stage governance.
Portfolio POC for an auditable DevSecOps release-governance pipeline built with Python and GitHub Actions, featuring automated quality gates and a roadmap toward policy-as-code security decisions.
Deterministic witness for justified non-release decisions
MLOps ticket triage with quality, routing, and auditable artifact promotion gates
Board-ready Kinetic Gain surface for release-gating CMS and markdown content before broken links, metadata drift, or redirect gaps hit production.
Differential reverification for document workflows: re-ground changed evidence and preserve prior human authority only under the review frozen equivalence policy.
LLM eval regression gateway with provenance, independent approvals, deterministic release artifacts, FastAPI, metrics, Kubernetes, and Terraform.
Executable CI/CD quality gate evaluator with release readiness reporting
Banking API Quality Engineering Portfolio featuring ReadyAPI, SOAPUI, REST API Automation, ISO 20022 Payments Modernization, Reconciliation Controls, CI/CD Quality Gates, Release Governance, and Enterprise Integration Testing.
Deterministic release rollback decisions, approval audits, completion evidence, RTO checks, CLI/API parity, and Prometheus metrics.
A read-only, fail-closed multi-agent system for assessing database, Kubernetes, and IaC production-release risk.
Enterprise QE modernization accelerator using Playwright, BrowserStack-ready architecture, synthetic data validation, CI/CD quality gates, API testing, and TOSCA coexistence patterns.
Grounded multilingual walkthrough generation with citations, claim evaluation, consent controls, and release governance.
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