The latest articles on DEV Community by vikas padiyar (@vikas_padiyar_4c75b75ffc1). https://dev.to/vikas_padiyar_4c75b75ffc1 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3535348%2F5a4018a0-0741-4895-b4eb-0eeec8aa8ee6.png https://dev.to/vikas_padiyar_4c75b75ffc1 en vikas padiyar Tue, 30 Sep 2025 17:03:56 +0000 https://dev.to/vikas_padiyar_4c75b75ffc1/exploring-how-agentic-ai-can-revolutionize-test-automation-curious-to-hear-your-thoughts-1iol https://dev.to/vikas_padiyar_4c75b75ffc1/exploring-how-agentic-ai-can-revolutionize-test-automation-curious-to-hear-your-thoughts-1iol <div class="ltag__link"> <a href="/vikas_padiyar_4c75b75ffc1" class="ltag__link__link"> <div class="ltag__link__pic"> <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3535348%2F5a4018a0-0741-4895-b4eb-0eeec8aa8ee6.png" alt="vikas_padiyar_4c75b75ffc1"> </div> </a> <a href="https://dev.to/vikas_padiyar_4c75b75ffc1/atomiq-testdroid-qa-meets-agentic-ai-3f2f" class="ltag__link__link"> <div class="ltag__link__content"> <h2>🚀 Atomiq TestDroid — QA Meets Agentic AI 🤖</h2> <h3>vikas padiyar ・ Sep 30</h3> <div class="ltag__link__taglist"> <span class="ltag__link__tag">#programming</span> <span class="ltag__link__tag">#agentaichallenge</span> <span class="ltag__link__tag">#crewai</span> <span class="ltag__link__tag">#python</span> </div> </div> </a> </div> programming agentaichallenge crewai python vikas padiyar Tue, 30 Sep 2025 16:42:57 +0000 https://dev.to/vikas_padiyar_4c75b75ffc1/-cd2 https://dev.to/vikas_padiyar_4c75b75ffc1/-cd2 <div class="ltag__link"> <a href="/vikas_padiyar_4c75b75ffc1" class="ltag__link__link"> <div class="ltag__link__pic"> <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3535348%2F5a4018a0-0741-4895-b4eb-0eeec8aa8ee6.png" alt="vikas_padiyar_4c75b75ffc1"> </div> </a> <a href="https://dev.to/vikas_padiyar_4c75b75ffc1/atomiq-testdroid-qa-meets-agentic-ai-3f2f" class="ltag__link__link"> <div class="ltag__link__content"> <h2>🚀 Atomiq TestDroid — QA Meets Agentic AI 🤖</h2> <h3>vikas padiyar ・ Sep 30</h3> <div class="ltag__link__taglist"> <span class="ltag__link__tag">#programming</span> <span class="ltag__link__tag">#agentaichallenge</span> <span class="ltag__link__tag">#crewai</span> <span class="ltag__link__tag">#python</span> </div> </div> </a> </div> programming agentaichallenge crewai python vikas padiyar Tue, 30 Sep 2025 16:10:26 +0000 https://dev.to/vikas_padiyar_4c75b75ffc1/atomiq-testdroid-qa-meets-agentic-ai-3f2f https://dev.to/vikas_padiyar_4c75b75ffc1/atomiq-testdroid-qa-meets-agentic-ai-3f2f <p>Excited to share a glimpse of the Atomiq TestDroid architecture and UI we’ve been building.<br> 🔹 What is it?<br> Atomiq TestDroid analyzes your GitHub repo and generates Java unit tests or a full BDD framework using CrewAI-powered agents.<br> 🔹 How does it work?<br> The architecture is designed around 4 layers:<br> 1️⃣ Agentic Core – Specialized AI agents (Code Cartographer, Unit Test Writer, BDD Author, Planner) analyze the repo, map risks, and auto-generate high-value test cases.<br> 2️⃣ Test Harness Layer – Spins up embedded mock REST services, H2 databases, Mongo containers, EMS/Kafka stubs for realistic component-level validation.<br> 3️⃣ Generation &amp; Customization – Developers can input prompts, prioritize modules, upload requirement docs, and choose between unit test suites or BDD frameworks.<br> 4️⃣ Services Layer (FastAPI) – All agent requests, repo analysis tasks, and test generation pipelines are orchestrated through FastAPI microservices, making the system lightweight, modular, and cloud-ready.<br> 🔹 The UI (Angular)<br> As simple as pasting your GitHub URL, choosing your target (Unit tests or BDD), and clicking Generate. The backend agents take care of the rest.</p> <p>✨ Why it matters<br> With Atomiq TestDroid, QA shifts from being reactive to proactively intelligent—agents decide what to test, how to test, and why it matters.<br> 👉 This is a step toward making test automation self-adaptive, risk-driven, and developer-friendly.</p> <p>🔗 Repo reference: <a href="https://github.com/vikaspad/atomiq-droid-suite" rel="noopener noreferrer">https://github.com/vikaspad/atomiq-droid-suite</a></p> programming agentaichallenge crewai python