Observed arrival · 2026-09-01
Adaptea, the Local Coding-Agent Conductor
An open-source tool that plans software work, routes tasks to local models, and adjusts parallel workers to match available machine capacity.
Field notes
The workflow separates planning, model routing, isolated Git worktrees, validation, and serial application of passing changes. Its adaptive controller watches queue and request-pressure signals, with the homepage showing a target increasing from three to four workers after 90 seconds of healthy capacity. The site also proposes fair comparison runs from the same clean commit, recording timing, pass rate, retries, and resource pressure rather than promising a universal speedup. The displayed benchmark is illustrative and deterministic, not evidence of typical performance.
Observed signals
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Editorial observations of this landing page, not a rating.
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