Disclosure: I maintain Tura.
A coding agent often spends a separate model turn on each part of a routine workflow: inspect the environment, edit package files, patch the implementation, update tests, build, run lint/tests, then inspect Playwright media.
Tura experiments with a simpler execution model: describe that sequence as a macro and let the runtime execute the steps together, while still returning structured results to the agent. The goal is to reduce orchestration turns without hiding failures.
On our current 60-task DeepSWE set:
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