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ACP addresses the fragmentation of coding agent interfaces by establishing a shared protocol, allowing developers to use multiple agents — Codex, Claude, Devin, and Gemini — within a single workspace without changing their workflow.
Devin Desktop consolidates local and cloud agent fleet management into a single editor interface, as described by Cognition.
Developers can now orchestrate local and cloud agents — including fully autonomous Devin runs — from a single editor interface, enabling hands-off task execution without switching tools or upgrading plans.