Featured in Domain Arrivals · 2026-08-15
dirtywork Lets Local Models Do the Grunt Work
A command-line tool that delegates coding tasks to free local language models in isolated Git worktrees while a frontier model plans and reviews.
Why it surfaceddirtywork gives the local worker a bounded sequence: explore the repository, edit files, run tests, and produce a JSONL transcript without auto-committing. Its division of labor is unusually clear—frontier models spend judgment, local models spend electricity—and the v0.2 beta is candid about its narrow tested setup.
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The Two-Tonne Temperature Problem
August 15’s newborn domains include a live-aboard hydrogen airship with a two-tonne lift problem, a Japanese toolbox that explains its assumptions, an advisory-by-advisory Hawaiʻi hurricane archive, and a wedding-gift game about ungrateful poultry.
This is one of 1,000 discoveries in the 2026-08-15 Domain Arrivals issue.