NSNagappan Sinnagspidey.hashnode.dev·2d ago · 9 min readEvals: How Do You Actually Know Your AI Feature Works?You ship a new AI feature. It works great in your testing — you type in a few prompts, the answers look right, you demo it to your team, everyone nods. Three weeks later, a user reports that the assis15KAAI
Cclixortechnologiesinclixortech.hashnode.dev·6d ago · 5 min readHow Feature Flags Are Changing Modern Software DeploymentHow Feature Flags Are Changing Modern Software DeploymentSoftware teams regularly introduce new features, fix bugs, and improve existing applications. However, releasing every change to all users at o00
Ssrinathinhawzu.hashnode.dev·6d ago · 5 min readWhy a Finished Run Refuses Your EditsSomeone spots a typo in last month's run. One case is marked Blocked that should have been Failed — an honest slip, made at 6pm on a release night, and it's been sitting in the record ever since. They00
Ssrinathinhawzu.hashnode.dev·6d ago · 5 min readA Defect That Remembers the Step It Came From"Checkout is broken." Most QA teams have filed that defect, and it comes straight back asking which browser, which account, which items in the cart, what the total was supposed to be. Two days go by. 00
Ssrinathinhawzu.hashnode.dev·6d ago · 6 min readWhat a Test Run Actually RecordsSix weeks after a release ships, someone asks what was actually tested. You open the run. Everything passed. Reassuring — except the test case you're looking at has been edited four times since: a ste00
Ssrinathinhawzu.hashnode.dev·6d ago · 7 min readQA Dashboards: Building One People Still Open in Month ThreeA QA dashboard is a standing answer to a small number of recurring questions. Not a display of available metrics — a set of answers to things somebody asks often enough that looking them up by hand ha00
Ssrinathinhawzu.hashnode.dev·6d ago · 8 min readQA Test Reporting: Reports People Actually ReadQA test reporting is turning testing activity into something a specific person can act on. Not a summary of everything that happened — a targeted answer for someone who has a decision to make. That di00
Ssrinathinhawzu.hashnode.dev·6d ago · 9 min readManaging Test Cases in Excel: When It Works, and What BreaksManaging test cases in Excel works, up to a point. A spreadsheet is free, everyone can already use it, it needs no rollout, and for a small team writing a few hundred cases it does the job without com00
Ssrinathinhawzu.hashnode.dev·6d ago · 10 min readUAT Test Management: Running Acceptance Testing in a QA ToolUAT test management is the practice of running an acceptance cycle as a tracked piece of work— scoping what business users will verify, giving them access without handing them a tool built for QA engi00
Ssrinathinhawzu.hashnode.dev·6d ago · 9 min readDefect Management Workflow: States, Triage and the Handover ProblemA defect management workflow is the set of states a bug moves through and the rules about who owns it in each one. The states are the visible part and the easy part. The workflow is really about hando00
