CS / 01
01
An AI-assisted QA workspace for real testing work
QAtalyst turns Jira tickets, specs, feature notes, and rough QA thoughts into practical test cases, triage notes, risk callouts, bug reports, and clean tickets in seconds.
00 / DOSSIERQA System
● ActiveQA System
QAtalyst
QAtalyst is an AI-assisted QA workspace for turning tickets, specs, and product notes into practical QA output: test cases, QAt triage notes, risk callouts, bug reports, and well-written tickets in seconds.
tsg.lab — qatalyst.surface
● ActiveQA System
surface · live
01 / OPERATING SNAPSHOTSystem state
01
Status
Active
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Category
QA System
03
Current focus
QAt triage flows, ticket-to-test-case generation, fast bug and ticket drafting, project memory, terminology awareness, and practical integrations with Jira, TestRail, and Playwright.
04
Project surface
Open QAtalystStudio.com
02 / LAB NOTEActive build brief
FOCUS / NOW
Current focus
QAt triage flows, ticket-to-test-case generation, fast bug and ticket drafting, project memory, terminology awareness, and practical integrations with Jira, TestRail, and Playwright.
SIGNAL / WHY
Why it matters
QA teams lose time translating vague requirements, messy repro notes, and release pressure into usable testing artifacts. QAtalyst speeds that up while keeping human QA judgment in control.
03 / CASE STUDYBuild narrative
How it actually ships.
CS / 02
02
Jira, TestRail, and Playwright in the workflow
The product is being shaped around practical QA toolchains: Jira for triage, TestRail for test case management, and Playwright for automation-adjacent coverage planning.
04 / STACKSystems & surface
What it's built with.
SYS / 01
Next.js
SYS / 02
TypeScript
SYS / 03
Tailwind
SYS / 04
Vercel
SYS / 05
Git
SYS / 06
VS Code
SYS / 07
Codex
SYS / 08
AI tools
SYS / 09
Jira
SYS / 10
TestRail
SYS / 11
Playwright
SYS / 12
QAt triage
SYS / 13
Ticket generation
05 / NEXTKeep exploring