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Dev Tools · 6h ago

Open-source macro layer slashes coding-agent turns by 68% on 60-task benchmark

By Meridian48 News Desk · Summarised from DEV Community ·

Tura, an open-source macro execution layer, reduces the number of model turns needed for coding agents by batching routine steps like editing, testing, and building. On a 60-task DeepSWE benchmark, the macro with backward reasoning achieved an 80% pass rate using 2,017 rounds, compared to Codex CLI High's 60% pass rate with 6,074 rounds. The project is public on GitHub, with caveats that fewer turns don't guarantee lower costs due to retries and failures.

Meridian48 take
Impressive benchmark numbers, but real-world savings depend on failure handling and retry costs, which the author rightly flags as an open question.
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I open-sourced a macro execution layer to reduce coding-agent turns (60-task benchmark) →
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