How Can You Test a System You Don't Understand?
When systems are unfamiliar, map knowledge gaps, assess risk, seek human feedback, and use AI responsibly. Inspired by Kim Muncey’s MoTaverse talk.
#AI in Testing
dsh-qa v0.7.2: DeepSeek Harness Desktop Support and Conversation History Fixes
The official DeepSeek Harness desktop preview is available, and dsh-qa v0.7.2 supports dsh-v0.2.0-rc.2 Host Smoke and restores historical DSH conversation handling.
DeepSeek Harness Official Desktop Preview Is Available — dsh-qa Now Supports It
The official DeepSeek Harness Desktop Preview is now available for Windows and macOS, and dsh-qa supports it through the official Plugin entry point as a local QA Workbench.
dsh-qa v0.5.3: From Harness Compatibility to a Native QA Workbench
A release-series overview of dsh-qa from v0.4.1 to v0.5.3: Harness contracts, native Panels, Profile Bundles, version awareness, and the Quiet Studio Workbench.
What a 404 Revealed About Plugin Compatibility: dsh-qa and DeepSeek Harness API Evolution
After a DeepSeek Harness upgrade caused 404s, dsh-qa adapted to retired RPC and Remote endpoints with an adapter, contract tests, and host-smoke checks.
dsh-qa v0.2.0: From Test Board to Traceable QA Control Workbench
dsh-qa v0.2.0 adds a traceable quality-control loop with source snapshots, controlled runs, evidence bundles, and computed gates.
dsh-qa: An AI Testing Workbench Inside DeepSeek Harness
dsh-qa is a local testing workbench plugin for DeepSeek Harness: dashboard, calendar, kanban, gates, and AI collaboration on one screen, with a DSH session per project.
From Requirements to Release: Running a Full Test Project with dsh-qa
Follow a test project end to end with dsh-qa: requirements, test design, review gates, execution, defect regression, milestones, reporting, and release.
Awesome QA Skills: Using AI to Make Testing Work Better
Awesome QA Skills is a practical QA skill library for AI tools. It captures testing knowledge into reusable skills so teams can deliver faster and more consistently.
Awesome QA Prompt: Using AI to Make Testing Work Better
See how Awesome QA Prompt organizes testing expertise into reusable prompt templates across testing types and workflows, helping AI support QA work more consistently.
30 Days of AI in Testing Challenge: Day 31 Bonus: Visualise the future of AI in testing
Day 31 bonus reflection visualizing the future of AI in testing, including team roles, workflows, risks, and opportunities for sustainable adoption.
30 Days of AI in Testing Challenge: Day 30: Consider what your AI Test Buddy would do for you
Day 30 exploration of what an AI test buddy should do: augmenting planning, generation, analysis, and feedback loops for higher-quality testing.