Evidence-based review skill for diff, project, and artifact review across code, readiness, architecture, requirements, and risk.

Structured QA pipeline for pre-release risk analysis: test coverage, flaky tests, and high-risk components detection

Experimental framework for analyzing AI output behavior, hallucination risk and uncertainty before release

Eliminating black box risk in outsourced software delivery through governance, visible QA, clear handoffs, and weekly reporting.

Quality gates for definition of done and release readiness.

Heuristic release checks for Roblox Studio projects, with deterministic results and an actionable report

HCAC is a completion contract for agents and tools. It defines when something is truly “done” — not just structurally, but behaviorally.

AppSecOne aggregates Fortify SSC vulnerability data, evaluates release readiness through deterministic security policies, and delivers real-time portfolio visibility with waivers, trends, and auditability.

ReleaseBoard helps teams assess release readiness, track environment milestones, manage release calendars, and generate polished operational dashboards from repository and branch data.

A practical framework for AI release readiness, risk-based gating, accountability design, and operational control in regulated or safety-critical systems.

Public preview of the Application Performance Testing Readiness Checklist. Demonstrates the structure, gating model, and evidence-driven validation approach for PT cycles and test runs. Get the full professional package here: [https://akhileshsarfare.gumroad.com/l/qwoxu]

solo localization effort, moving text from: write → translate → QA → ship