Capital One iOS engineer Vlad Hambir has abandoned manual typing when interacting with artificial intelligence, revealing that spoken instructions allow him to finish work up to three times faster.
Hambir stated that he never communicates with artificial intelligence models through traditional text input. Instead, he uses dictation to issue commands, reporting that complex tasks are now completed two to three times faster than through manual typing.
The practice represents a broader shift among technology professionals. Software developers, graphic designers, and business entrepreneurs are increasingly dictating lengthy instructions to advanced artificial intelligence agents such as Claude Code and ChatGPT rather than typing them by hand.
Capital One Financial Corporation is a major American bank holding company headquartered in McLean, Virginia, known for its financial services and digital banking tools. iOS is the mobile operating system developed by Apple for its iPhone devices. ChatGPT is a generative conversational assistant created by OpenAI, while Claude Code is a specialized artificial intelligence tool designed by Anthropic to assist software engineers with computer programming tasks.
Evolution of voice technology
The rise of voice interaction marks a significant evolution in software control. A decade ago, early voice assistants such as Apple Siri often lost track of conversations after just two spoken exchanges. Siri was first launched by Apple in 2011 as an integrated virtual assistant for mobile devices.
While early voice systems were primarily used to operate smart home speakers, current dictation techniques are designed to direct complex artificial intelligence agents. Voice prompting allows users to convey detailed context without navigating keyboard limitations.
Efficiency and setup
Industry experts are evaluating the overall effectiveness of spoken prompting across different workplace roles. Research focuses on identifying which specific tasks and user groups gain the highest time savings when replacing typed prompts with spoken commands.
Specialists are also examining best practices for configuring dictation tools to ensure seamless availability. Optimizing voice access allows professionals to integrate spoken commands directly into their daily software development workflows.
