Turn a raw backlog into quality work
Borsch is one AI plugin that refines your whole backlog — test cases, bug reports, and user stories — right inside Jira and Azure DevOps.
Test cases · Bug reports · User stories · Jira + Azure DevOps · Free tier
How it works
Multi-stage AI, not one-and-done
Most AI tools generate once and ship it. Borsch drafts, then reviews its own work against the original requirement — like a code review, but for your backlog.
Read the whole item
Borsch reads the title, description, acceptance criteria, and human comments — plus your Project Knowledge, and linked wiki pages on Azure DevOps — so it understands the real context, not just the title.
Draft
A first AI pass produces the initial output — test cases across positive, negative and edge scenarios, a structured bug report, or a full user story with acceptance criteria.
Review & refine
A second AI pass reviews the draft against the original requirement — fills coverage gaps, removes duplicates, sharpens wording, and scores the result. That review step is why Borsch reads higher-quality than single-pass tools.
A transparent quality score on every run
Every generation shows a 1–10 quality score and the gaps it found, so you see exactly how good the output is before you use it. The extra review pass is the difference between a first draft and something you can ship.
What it does
One plugin, three jobs
Your backlog is made of test cases, bugs, and stories. Borsch refines all three — no need for three separate tools.
Test cases
From a user story to automation-ready test cases in seconds.
- Multi-stage AI review that scores higher than single-pass tools
- 6 strategy templates — Comprehensive, Smoke, Regression, Security, Performance, Accessibility
- Sprint Coverage Radar — find untested stories across a whole sprint
- Incident-to-Test bridge — turn a postmortem into regression tests
- BDD / Gherkin output with Given / When / Then
Bug reports
Turn a rough note into a report a developer can act on.
- Rough description → Steps to Reproduce, Expected, Actual, Severity
- Structured, consistent format across the whole team
- Missing-information detection with an actionable checklist
- Duplicate detection so the same bug is not filed twice
User stories
Sharpen the requirement before anyone writes code.
- Story Quality Score — 0–100 across every quality dimension it can check, free on every story
- One-click ✨Fix AI rewrite to sprint-ready, with preview before saving
- Generate structured acceptance criteria and a Definition of Done
- Break an epic down into a set of implementable stories
Built in, not bolted on
Lives inside Jira & Azure DevOps
Borsch runs where your work already is — an issue panel in Jira Cloud and a work-item tab in Azure DevOps. Nothing to copy, paste, or context-switch.
- Jira Cloud via the Atlassian Marketplace and Azure DevOps via the Visual Studio Marketplace — same AI, native to each.
- Project Knowledge — teach Borsch your tech stack, conventions, and business rules so output matches your project instead of reading generic.
- Xray & Zephyr Scale on Jira — push test cases straight into your TMS, with a safe fallback if credentials are missing.
- Free tier included — start generating without a credit card.
Why "Borsch"?
Borsch is a dish of many ingredients that only becomes rich once they are cooked together. Your backlog is the same — stories, tests, and bugs are just raw parts until something refines them into work worth shipping. That is the whole idea.
Trust
Built by a practicing QA engineer
Not another generic AI wrapper. Borsch is built by someone who writes test cases every day and knows what good coverage actually looks like.
Get in touchYears of hands-on QA experience behind Borsch
Automated tests covering Borsch itself
Test cases, bugs and stories in one plugin
"Great extension! Saves a lot of time generating test cases from user stories."
— our first Azure DevOps Marketplace review
Pricing lives on each marketplace
Borsch is billed differently on each platform, by each platform. Both have a free tier, and neither takes card details through this site.
Atlassian Marketplace
Jira Cloud
Billed per user, through Atlassian
Licensing and payment are handled by Atlassian on your existing account — no separate signup, no card given to us. Small sites start free.
See pricing on the Atlassian MarketplaceVisual Studio Marketplace
Azure DevOps
Billed per organization, by credits
One credit pool shared by test cases, bug reports and user stories across your whole team, however many people use it. Resets monthly. There is a free tier with no signup.
See pricing on the Visual Studio MarketplaceOn both platforms
Two things differ by platform: pushing tests into Xray or Zephyr Scale is Jira only, and linking wiki pages as extra AI context is Azure DevOps only.
Refine your backlog with Borsch
One plugin for test cases, bug reports, and user stories — inside Jira and Azure DevOps. Start on the free tier, no credit card required.
Or read the docs first.