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The latest News and Information on Software Testing and related technologies.

From Bug Counters to Risk Officers | Rupernita Sahoo

In this fireside chat, Rupernita Sahoo explore the fundamental shift taking place in software quality assurance. Executive teams no longer want traditional defect counts - they want QA leaders to quantify business risk, security posture, and compliance. However, many QA organizations, legacy tools, and success metrics are still anchored in the past. This fireside chat explores how QA leaders can navigate this transition while maintaining strong operational delivery and driving greater business impact.

5 Test Management Tools to Evaluate in 2026

Software testing is becoming increasingly complex. Modern engineering teams are expected to release faster, support continuous delivery, manage larger test suites, and maintain quality across web, mobile, API, and AI-driven applications. That is where test management tools come in. In 2026, test management is no longer limited to storing test cases and tracking pass/fail results.

Engineering Reliability: Continuous Pipeline Strategy for AI Model Validation

When an enterprise moves an AI system from a local staging environment to a live production cluster, standard testing metrics often break down. A pipeline that achieves excellent accuracy on static test sets can easily fail when exposed to real-world user data, changing context windows, or minor updates in third-party model APIs. For quality assurance leaders, maintaining software reliability requires moving past manual evaluations and building automated validation pipelines.

10 Best Service Virtualization Tools (2026): By Use Case

Service virtualization tools don’t all solve the same problem. One team needs to simulate a single flaky HTTP dependency in CI. Another is dealing with mainframe middleware and legacy messaging protocols that most tools don’t touch. A third is running microservices on Kubernetes and wants traffic captured automatically without writing a single stub file. The category has expanded fast.

What is API Simulation? Tools, Types & Use Cases

API simulation replaces real dependencies with stand-ins that respond like the actual service, keeping tests deterministic and free from rate limits, per-call fees, or unfinished upstream APIs. Simulators are built from hand-written stubs, OpenAPI specs, or recorded traffic; Keploy follows the recorded-traffic approach, capturing real HTTP, gRPC, database, and queue calls and replaying them automatically.

Test PostgreSQL With the Queries Your App Actually Runs

The first number from my local PostgreSQL 16 test was roughly 1,600 statements per second. It looked impressive. It was also the least useful result in the run. The useful part was the workload. It came from queries the demo app had actually sent: the same prepared statements, parameters, reads and writes. A synthetic benchmark tells you how PostgreSQL handles a synthetic workload. It does not tell you whether your migration just broke the UPDATE your app depends on.

$4.48 a Gallon: Your Holiday Checkout Is the New Mall

Remember when “going shopping” meant getting in the car? This fall, filling the tank feels like applying for a small loan. U.S. regular gasoline averaged about $4.48 a gallon for the week of September 21, 2026. A round trip to the store starts competing with free shipping. And free shipping never needs a parking spot. That doesn’t tell us how many shoppers will move online this holiday season.

Introducing Tricentis Labs

AI is reshaping how software gets built and tested faster than most QA teams can keep pace, yet teams rarely get to influence what a vendor ships before the decision is made. That's why we created Tricentis Labs. Tricentis Labs is where agentic-AI ideas are built in public, giving quality engineering teams early access to experiments and a say in which ones become real products. In this announcement, Ryan Yackel and David Colwell walk through how Labs works and the first three experiments open to customers and partners today.

Best test management tools for Jira

Test libraries that once felt instant can become harder to manage as they grow: test cases take longer to open, reports take longer to build, and every sprint adds more data to an already bloated Jira environment. That’s usually the moment when a testing leader starts evaluating whether the test management tool installed years ago still fits the way the organization tests today. Your team has already decided to run testing inside Jira.

Katalon Named a G2 Leader in Test Management for Fall 2026

When a QA team outgrows a spreadsheet, the fix is rarely more spreadsheets. It is one place where test cases, execution history, defects, and approvals live together, so a release manager does not have to reconstruct who tested what from three different tools the night before a launch. G2's Fall 2026 reports put a number on how well Katalon does that.