From to-do list to hypergraph
Every task becomes a plan on its own: tasks nest like folders, dependencies cross them like symlinks, and every ready leaf is claimed atomically and runs at once. Hard tasks split or pivot mid-run.
Solve more issues, for less.
isCodeAF
Start from home.
Type what you want. Home searches your past chats as you type, and enter starts a new one.
Ten harnesses, one open model, the same 113 DeepSWE tasks.
Most tasks solved on DeepSWE, at the lowest cost per solved task.
The accuracy above is not a bigger model. It is what runs underneath, and you run all of it from one window.
Every task becomes a plan on its own: tasks nest like folders, dependencies cross them like symlinks, and every ready leaf is claimed atomically and runs at once. Hard tasks split or pivot mid-run.
fix: flaky retry test
outside the crew
Pareto Crewing matches each seat to the model that pays off for the task at hand. Frontier prices only where quality is decided, so you get frontier-level results at up to 25× lower cost.
A subharness is a full harness per job, with its own plan, checks and models. /senior-dev is the coding specialist, or build your own.
Run your whole fleet like a software factory. Every agent, every team, one window.
Rules that hold, reminders on a clock, watches on the world. Say it once, scoped to this chat, this project or everywhere. No config, no DSL.
The conversation lives on your dev box; desk, laptop and phone attach over your own SSH. Typing never waits on the network, and closing the lid stops nothing.
Your request becomes a checklist the worker never sees, so it can't write tests to the list. The ending reports every point, and what no test asserts.
A failed command and the fix that worked are saved as a pair, and offered back only once proven. Below three in five, it stays silent.
Copy-on-write forks of the full working state, .env and dev database included, in about a second. Sealed into a Merkle DAG, so any moment rewinds byte-exact.
Sign in or paste a key. Nothing to install, host or wire up.
Apache-2.0 and built in the open. If the factory unlocks something for you, a star helps more people find it.
model: qwen
The model is the interchangeable part. CodeAF runs on the open model you point it at, and every seat of the crew can be a different one. No contract, no lock-in, no meter running against someone else's cloud.
Ask a question, share what your factory shipped, and hear about new builds first.
Join the DiscordHand the factory your next ticket.
Install CodeAF, open a project and describe the work. It asks only when it must.