Tips, updates, and the thinking behind voice interfaces, productivity, and macOS workflows.
Dottie is a free, local-first voice assistant for controlling your Mac. But if you need voice that works across Slack, Linear, Gmail, and your other work apps, you need a different kind of tool. Here are the real alternatives, compared honestly.
Human-in-the-loop AI keeps a person in control of what an agent does. Here's what the term actually means, the difference between in-the-loop, on-the-loop, and out-of-the-loop, and how to tell good design from safety theater.
Human-in-the-loop AI is supposed to keep you safe. But an agent that confirms everything creates approval fatigue, and you start rubber-stamping. Here's the real problem, and the harder fix.
Superwhisper is great local dictation, but it stops at text. mrmr is the Superwhisper alternative for Mac when you want voice that takes action across your apps.
Every list ranks the same chat apps. We ranked 7 Mac AI assistants by what they actually execute: messages sent, tickets filed, meetings moved. Including where each one loses.
An AI agent for Mac you talk with. It listens, talks back, and takes action across your apps, the web, your scripts, and your Mac. See how it works in 2026.
Apple's dictation is built around English. mrmr dictates in around 60 languages on Mac — lock to one, mix a few, or auto-detect what you're speaking, live. Here's how multilingual voice typing actually works.
Run your own local scripts by voice on Mac. Import your Raycast Script Commands, speak arguments out loud, and have the output flow back to a voice agent that keeps working. Here's how scripts-by-voice works and why it changes what voice-to-action can reach.
Send Slack messages, reply to threads, and run chained workflows by voice on your Mac. A complete guide to voice commands for Slack in 2026: what works, what doesn't, and how to set it up.
Every time you switch apps at work, you pay an invisible tax. Research shows it takes 23 minutes to refocus after an interruption. Here's how the switching tax adds up across a typical workday, and how to eliminate it.
A voice-first interface means voice runs the work, not just the typing. What defines the category, how it differs from Siri and dictation, and the setup to actually try it.
Control your Mac without touching the keyboard: 20+ voice commands across Dictation, Voice Control, Siri, and speech-to-action tools. What actually works in 2026.
Speech-to-action, also called voice-to-action, turns natural language voice commands into executed workflows across Slack, Linear, Google Calendar, and more, not just text. Here's what it means on Mac.
Learn how to enable Mac dictation, voice commands that work, and why third-party apps like mrmr deliver what Apple's built-in dictation doesn't. Free guide.
We compared 11 Mac dictation apps for 2026 (free and paid) on accuracy, privacy, price, and features. See the best pick for your workflow, from Apple Dictation to mrmr.
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