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.
A practical framework for AI release readiness, risk gating, and accountability in regulated and safety-critical systems.
HCAC is a completion contract for agents and tools. It defines when something is truly “done” — not just structurally, but behaviorally.
Quality gates for definition of done and release readiness.
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
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