Featured in Domain Arrivals · 2026-08-19
howitalk: an idiolect file for AI
An open-source, local-first tool that distills your AI chat history into a portable profile for helping models understand your shorthand and recurring communication patterns.
Why it surfacedhowitalk turns a personal communication profile into a plain-text file you can read, edit, and carry between AI tools. Its unusually candid benchmark found no measurable improvement in single-response quality—a 42 percent win rate—and the project publishes that result alongside the flaws it found in earlier tests.
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The Song Resumes After the Story
August 19’s newborn domains include a Hawaiʻi road-trip radio that resumes each song after a GPS-triggered story, an offline Chattanooga recovery map, a 100 KiB operating system running Doom, and an archive of 169,588 Discord roleplay messages.
This is one of 1,000 discoveries in the 2026-08-19 Domain Arrivals issue.