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Delegate routes tasks across coding agents

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Delegate routes tasks across coding agents
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// 1h agoOPENSOURCE RELEASE

Delegate routes tasks across coding agents

Delegate is an open-source plugin for Claude Code that detects installed agent CLIs on a developer's machine and routes tasks to the most suitable harness and model. Supporting 22 harnesses—including Claude inline and sub-agents, Codex, Cursor Agent, OpenCode, Devin, Gemini CLI, Cline, Copilot, OpenHands, and Aider—it evaluates task requirements against model rubrics and user allowlists.

// ANALYSIS

As terminal-based AI tools proliferate into specialized, fragmented CLI harnesses, intelligent routing layers like delegate represent the necessary evolution toward cost-effective, task-specific agent orchestration.

  • **Broad harness coverage:** Built-in catalog recognizes 22 harnesses (14 locally verified and 8 documented), distinguishing between file-editing agents, sandboxed runners like Muse, and read-only reviewers like Codex and OpenClaw.
  • **Calibrated probabilistic routing:** Employs TypeSafe's Jev model to deliver confidence and probability scores for each allowed candidate, turning potential close calls into transparent tradeoffs.
  • **Execution safety:** Decouples selection logic from execution by generating explicit launch strings rather than silently invoking sub-processes with system-level access.
  • **Rigorous multi-layer evals:** Ships with dedicated test suites covering plumbing, live API routing benchmarks, and Claude Code plugin trigger evaluations to prevent over-eager activation on routine coding tasks.
// TAGS
delegateclaude-codeagentagent-routingdevtoolopen-sourcellmscli

DISCOVERED

1h ago

2026-09-17

PUBLISHED

2h ago

2026-09-17

RELEVANCE

6/ 10

AUTHOR

mdlahfir