Systems | Development | Analytics | API | Testing

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

Model Based Testing: Benefits, Use Cases & Best Practices

Every digital experience we rely on – from booking cabs to transferring money — runs on dynamic, interconnected software systems. The speed at which applications are evolving is much faster than the traditional test approach can keep up with. Manual scripting breaks whenever there is a change to the user interface; automation will require regular maintenance to fix the automated scripts; and teams are continually losing confidence in the release stability.

Swagger in 2025: Accelerating the Journey to AI-Ready API Quality

2025 underscored a simple reality: APIs are now expected to serve both human developers and intelligent systems, and the tools supporting those APIs must evolve just as quickly. Major cloud providers (OpenAI, Google Cloud, Azure, AWS, Hugging Face, Cohere, etc.) now earn significant revenue by exposing their capabilities via APIs, which are then chained by other AI systems to build chatbots, copilots, and autonomous agents.

Agentic QA Workflow | Krishnamoorthy Gurramkonda | Testflix 2025 | #testingcommunity

Agentic code generation has dramatically accelerated development, but QA often remains slowed by coordination gaps. Manual planning, delayed handoffs, and fragmented reviews continue to create friction, while AI agents operate in isolation without orchestration or governance. This session explores how to compose these siloed agents into a unified, AI-powered STLC where workflows are dependency-aware, auditable, and automatically triggered as soon as prerequisites are met.

Beyond Numbers, Metrics that matter in AI Age | Brijesh Deb | Testflix 2025 | #testingcommunity

AI has transformed how software is built and tested, yet many teams still rely on traditional metrics like pass rates, coverage, and defect counts. While these numbers look good on dashboards, they often fail to answer the most important question in the AI era. Can we actually trust what the system is doing?

The Ultimate Guide to EHR-CRM Integration: Benefits, Use Cases & Best Practices

‍As clinical data grows and patient expectations shift toward personalised communication, EHR-CRM Integration has emerged as a foundational capability for modern healthcare systems. On one side, the Electronic Health Record (EHR) system stands as the repository of vital clinical information, documenting everything from diagnoses and lab results to treatment plans.

Generative AI in Healthcare: Technology, Use Cases, Trends & Future Outlook

‍ The healthcare industry stands at the cusp of a revolutionary change, driven by an emerging technology that can do more than just analyse data; it can create it. That technology is Generative AI, or GenAI, and its arrival in medicine is being hailed as the next frontier in personalised, efficient, and predictive patient care.

How to Use Ephemeral Data for Agile, Cost-Effective CI/CD Pipelines | Full Webinar

Overburdened clouds rack up notable costs — in terms of storage, productivity, and finances. It’s time to make a change. This webinar makes it clear: You don’t have to struggle with your cloud storage and issues any longer. Ephemeral data will help free up space in your cloud, make data more accessible, and save you money. Our demo highlights the Perforce Delphix DevOps Data Platform for Kubernetes and its impact in numbers.

Before Building AI we should First Understand Natural Intelligence | Andrew Brown | Testflix 2025

Before building artificial intelligence, it’s worth asking whether we truly understand natural intelligence. Just as early pioneers of flight studied the principles of aerodynamics and observed how birds fly, this session argues that progress in AI requires a deeper understanding of human intelligence and the knowledge that already exists across related disciplines.