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How to Automate Failed Test Triage With Allure TestOps and AI

Hi, I'm Oleg. In the previous article I covered how we generate autotests from Swagger and test cases using OpenAPI Generator plus Cursor AI / Claude Code, and how we measure coverage automatically with Swagger Coverage.

This one is about the other end of the pipeline: how we triage failed autotests using Allure TestOps integrated with an issue tracker, an MCP server for TestOps, an MCP server for the tracker, and Cursor AI / Claude Code.

But I won't start with AI. First the process itself: why we need defects in TestOps, how we triage a run by hand, why it quickly becomes drudgery without matcher rules, and what exactly we automated afterwards.

Two notes for readers outside our stack: Allure TestOps is a test management system that ties manual test cases to automated tests, CI runs, and reporting. Yandex Trackeris an issue tracker, roughly analogous to Jira; TestOps...

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Dang, This Is the Tastiest Fish I’ve Gotten From a Meal Kit

This year, gluten-free dishes included a lemon-oregano shrimp with schug and feta—a lemony-herbal romp served over rice livened up with dried apricots. (Adding dried fruit to liven up rice is a favored trick by Green Chef, one I might plan to add to my normal cooking routines.) The American-fished

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What is the release date for Lioness season 3 episode 5 on Paramount+?

It's not a problem that Taylor Sheridan has often had to contend with, but some fans are worried that Lioness season 3 is about to enter a mid-season slump. At the halfway point of the political drama, there's a lot going on, with few answers in

How many CCTV cameras does a 2BHK home really need? Here’s where you should install them

For the past seven years, I have tracked consumer tech through constant shifts in hardware, platforms, and the way people actually use devices. Covering everything from budget gear to flagship hardware, I focus on what readers need to know, not on buzzwords or launch cycle hype. My expertise spans gaming

Microsoft employees built their own pay spreadsheet, and it shows two companies

Around 600 Microsoft employees have entered their pay into a crowdsourced spreadsheet circulating internally, and the resulting picture is of a company that now compensates two quite different populations. Base salaries run from $111,000 at level 59 to $280,000 at level 67, with Cloud and AI roles reaching

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Dang, This Is the Tastiest Fish I’ve Gotten From a Meal Kit

What is the release date for Lioness season 3 episode 5 on Paramount+?

How many CCTV cameras does a 2BHK home really need? Here’s where you should install them

Microsoft employees built their own pay spreadsheet, and it shows two companies