Private AI: Gains, Gaps and Gotchas | Samar Ranjan | Testflix2025 | #testingcommunity
Private AI is emerging as a strong alternative for teams that need the power of AI without compromising data privacy or compliance. This session explores how local LLMs can support software development and test automation when cloud-based tools are not an option. Using setups like Ollama with models such as Qwen 2.5 and integrations like the Continue plugin, the talk demonstrates how secure, on-device AI can accelerate tasks like BDD creation, automation scripting, and performance testing.
The session also shares real-world learnings, including challenges with complex frameworks, imports, and domain-specific reasoning. It highlights where local AI delivers strong value and where human judgment remains essential. Attendees will leave with a balanced view of the gains, gaps, and practical considerations of adopting private AI in real engineering environments.
#AutomationTesting #TestAutomation #ITindustry #TheTestTribe #Leadership
This video is of one of the sessions presented at #Testflix - World’s Leading Virtual Software Testing Conference.
About the Speaker:
Samar Ranjan is a Lead Quality Analyst at Thoughtworks with over 19 years of experience in the software industry. He has previously worked with organizations such as Sun Microsystems and Intuit, contributing to the delivery of high-quality software across domains including content management platforms, enterprise systems, e-commerce, fintech, retail, healthcare, and HCM.
An active community contributor, Samar is passionate about knowledge sharing and building strong quality practices. He is also a core organizer of vodQA, a leading conference dedicated to advancing software quality and fostering meaningful conversations within the testing community.
Connect with Samar on LinkedIn -
https://in.linkedin.com/in/samar-ranjan
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