Google Tests AI-Assisted Technical Interviews for Software Engineers
Google has traditionally assessed software engineers through live problem-solving and whiteboard coding, but generative AI is now widely used for development, debugging and code review. The change reflects a shift in hiring criteria away from evaluating coding by hand alone and toward assessing whether candidates can use AI effectively while identifying erroneous or unreliable output.
As of July 20, 2026, Google was testing the new approach with selected teams in the United States, allowing job candidates to use AI tools such as Gemini for coding and debugging during technical interviews. Interviewers will evaluate not only candidates’ problem-solving processes but also their ability to craft prompts, verify results and make corrections. Google has not disclosed how many openings are covered, when the policy might be rolled out companywide or any related financial figures.
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The history behind this eventGoogle Deploys Gemini AI Agents to Help Pentagon Automate Tasks
The U.S. Department of Defense has expanded its procurement of generative AI through the Chief Digital and Artificial Intelligence Office in recent years, signing contracts with Google, OpenAI and other companies in July 2025. Gemini’s arrival at the Pentagon shows commercial AI moving beyond administrative support and into military workflows. It has also renewed debate over how technology companies should restrict defense applications.
As of July 2026, Google is deploying Gemini AI agents at the Pentagon, initially to organize data and automate workflows on unclassified networks, while discussing deployment in classified environments. The contract is worth up to $200 million. More than 600 Google employees have signed a petition calling on CEO Sundar Pichai to establish clear red lines for sensitive military uses.
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