drifty

drifty is an AI-powered time-tracking tool designed specifically for macOS environments. Its primary function is to monitor the use of various applications and websites to provide a detailed view of the user's workday. Unlike traditional stopwatches, this solution automatically distinguishes between focus time and drift time within the same application, offering an accurate representation of actual productivity without the need for manual intervention.

The operation of drifty is based on total automation, eliminating the need to start timers or add tags after the fact. The system records applications, sites, and sessions used in the background, categorizing them into their respective work contexts. To achieve this precise classification, it utilizes advanced language models such as Gemini, DeepSeek, and Qwen. These AI engines analyze captured activities to label them as focus, neutral, or distracting time, facilitating an automated productivity analysis based on real behavior in front of the computer.

A distinctive feature of this application is its technical flexibility regarding data processing. Users can choose where to run the AI model: locally on their Mac, on the tool's cloud infrastructure, or by linking their own API key. Regarding security, drifty prioritizes user privacy, as it does not record the screen or store screenshots, limiting itself to processing minimal context indicators to generate reports.

Among its functional capabilities and practical benefits, several key features stand out:

• Daily activity timeline to graphically visualize device usage throughout the day.
• Weekly focus profile that helps identify performance patterns and long-term concentration peaks.
• Detailed session insights to accurately break down the time spent on each task or project.
• Focus alarm system, a feature designed to issue alerts that guide the user back to their priority tasks when the system detects a prolonged distraction.

This tool is especially useful for freelancers, developers, and remote workers who require automatic time tracking to improve their self-management. As an application exclusive to Mac systems, it leverages ecosystem integration to offer seamless tracking. However, it is important to consider that running local AI models can lead to high RAM usage and that some categorization features require an internet connection. By doing away with manual tags, the tool relies entirely on its algorithm to autonomously organize the structure of the workday.