Testing

Diagnose and clear CPU, memory, and disk contention on the maintainer's dev host.

Find and diagnose RED CI with the gh CLI — answer "is anything failing?" and "why?" correctly, without being handed a URL.

Bring a test harness or probe up on a NEW operating system (Windows or Linux), or debug one that fails there.

Run ad-hoc Nub tests and debugging probes in the maintainer's existing local Windows 11 ARM64 QEMU/HVF VM when its external disk and runbook are present.

Develop external Holoscan Modules with the Holoscan CLI and use them in Holoscan applications: scaffold, test, Python bindings, DEB/WHEEL packaging, and…

Run and control a user's app on a remote iOS/Android simulator hosted on EAS cloud.

Adversarial dynamic e2e QA workflow - generate hostile scenarios, test, verify, fix, report, and clean up

Schema-based permission system for API features.

Write, place and run tests for a server in this repo.

测试驱动开发。适用于用户想用先写测试的方式构建功能或修复缺陷、提到 “red-green-refactor”，或需要集成测试时。

Verify new nub functionality end-to-end by building the dev binary and exercising it against real throwaway fixtures.

Run ad-hoc / exploratory tests on a real OS or platform via CI when the behavior CANNOT be reproduced on the local host or in Docker — macOS Seatbelt /…

Search, read and maintain nub's knowledge graph under wiki/ with the `lat` CLI — the design and research corpus, cross-linked and checked.

Run ad-hoc Nub tests and debugging probes on real local Linux guests.

Use when building or testing the nub Rust workspace inside a git worktree — `cargo build`/`test`/`clippy` for nub-cli/nub-core/aube in a worktree off…

Best practices for spinning up nub Rust builds so they are PERFORMANT and CLEAN THEMSELVES UP — the prevention side of the recurring orphaned-build problem on…

Create and manage isolated git worktrees for parallel build/test/landing work on the nub repo.

General-purpose QA verdict for any artifact type

Run the maintained workflow data-to-policy pipeline from recording through checkpoint validation.

Configure and use EAS Update for over-the-air JavaScript and asset updates with expo-updates and EAS CLI.

Guides Stripe integration decisions across development and test environment planning (separate sandboxes vs the shared test mode sandbox), API selection…

Competitor page gap analysis — take a query you want to win and the pages currently outranking you, and produce a concrete brief on what to add or change to…

Cross-model second opinion from Google Gemini — a different AI reviewing the same changes, with deep Google ecosystem knowledge.

Generate and A/B test Google Ads copy.