How to Prevent Flaky Tests Before They Wreck Your Pipeline
Unpredictable tests slow pipelines, mask real defects, erode confidence in automation, and, perhaps worst of all, break builds. Here's how to find, fix, and prevent flaky tests.
Systems | Development | Analytics | API | Testing
Modern Software Development For Today's Systems & Applications
The latest News and Information on Software Testing and related technologies.
AI Testing Best Practices - Why Human Governance Separates Real AI Platforms from Hype
There is a scenario playing out in QA teams everywhere right now. A team adopts an AI testing tool, runs it for the first time, and gets 300 test cases in minutes. The demo worked. The ROI math looked great. But three sprints later, 60 of those test cases are validating requirements that were updated in the last sprint. Twenty more test a user flow that was deprecated. The AI performed exactly as advertised. The governance system never existed.
Why You Should Stop Buying SaaS and Start Building It
The "Buy vs. Build" rule is dead. Generic CRMs are too slow for lean startups, so we built our own. In this video, Ken breaks down "Radar," the custom AI dashboard we use at Speedscale to automate prospecting and outreach. Stop fighting bloated SaaS and start building the exact tools you need to solve your distribution problem. Learn more: speedscale.com.
Why SaaS is Dying (and what's next) #speedscale #saas #data #datasecurity #devops #technews
Traditional SaaS is a data trap. It’s time to stop sending your most valuable asset to third parties. Enter BYOC (Bring Your Own Cloud): the future of data sovereignty, where the software comes to you. Visit: speedscale.com.
The Secret to "Zero-Bug" Deployments #speedscale #trafficreplay #devops #mocktest #aiagents
Tired of broken staging environments? Learn the 3-step workflow to capture real traffic, analyze the map, and replay loads against your code with automated mocks. Learn more: speedscale.com.
How to Add Intent and Metadata to OpenAPI in Swagger Studio for AI Agents
Modern APIs aren’t just read by developers anymore; they’re also interpreted by tools and AI agents. In this video, Solutions Architect Joe Joyce walks through how to enrich an OpenAPI definition in Swagger Studio with meaningful metadata such as descriptions, summaries, operation IDs, tags, schemas, and examples. You’ll see step-by-step how these additions help tools and automated agents better understand API intent, purpose, and semantics. This turns your OpenAPI definition into a contract that scales beyond documentation.
The quiet crisis in software quality - and what autonomous testing changes
There’s a tension building inside most engineering organizations right now, and not many people are talking about it openly. AI has given development teams an extraordinary gift: the ability to build faster than ever before. Features that once took days can be prototyped in hours. Applications that required large teams can now be scaffolded by a handful of engineers with the right tools. By almost every measure of development velocity, we are living through a remarkable moment.
Tester's guide to digital transformation: Why robust object recognition matters
Digital transformation rarely happens in a clean, technical environment. Most organizations aren’t starting from a blank slate – you’re operating across a mix of legacy desktop applications, internal web systems, custom-built interfaces, and business-critical workflows that must remain stable while modernization continues around them. The central challenge is whether that automation can remain reliable as underlying technologies evolve.
Stop Overpaying the Software Test Tax
AI solves the velocity problem, but confidence is still holding testing teams back.
HealthTech QA Services
A clinical decision support tool suggests the wrong medication dose. A telehealth platform exposes 50,000 patient records. An AI diagnostics chatbot confidently gives incorrect test results. These are not just rare cases; they are real risks when healthcare software is released without proper HealthTech QA Services and healthcare software testing. Healthcare software cannot afford mistakes. In other industries, bugs can cause financial loss or inconvenience.