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agent-orchestrator

by AgentWrapper

Parallel orchestrator for autonomous coding agents with automated CI and conflict resolution

TypeScript
Updated Jul 2, 2026
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Overview

Orchestrates parallel coding agents that plan, spawn, and manage autonomous dev workflows including CI fixes, merge conflict resolution, and code reviews. Uses a director-worker pattern to run specialized agents in parallel, coordinate work via git worktrees and tmux, and apply automated remediation steps. Distinctive features include autonomous conflict handling, built-in code review automation, and tooling focused on developer workflows. See the director-worker pattern for how planning and delegation can scale director-worker pattern and note how automation boundaries are defined with guardrails to keep remediation safe automated remediation steps.

Key Benefits

As teams rely on multiple autonomous agents for software tasks, tracing which agent produced what and how failures propagate becomes critical for trust. This orchestrator makes agent delegation and automated remediation observable and repeatable, giving teams concrete signals (who ran, what change, and why) to feed reputation systems like ReputAgent. Until now, many multi-agent dev workflows lacked integrated handling for CI flakiness and merge conflicts—this tool treats those failure modes as first-class automation targets, emphasizing observability and interoperability. Observability is central to the ecosystem (see observability concepts) observability.

Ideal For

Engineering teams building agent-driven developer workflows who need automated conflict handling, CI fixes, and reproducible agent actions. This pairs well with an event-driven approach for agent orchestration Event-Driven Agent Pattern to reduce bottlenecks and improve responsiveness.

Real-World Examples

  • Automate resolving merge conflicts across long-running feature branches
  • Apply and test CI fixes automatically when pipelines fail
  • Run parallel specialist agents to perform code reviews and produce reproducible review artifacts
  • Create reproducible traces of agent actions for reputation and postmortem analysis
Works With
openaianthropicgithub
Topics
agent-fleetagent-swarmclaude-codecodex-cligit-worktreesmulti-agentorchestrationorchestratorparallel-agentsparallel-coding+2 more
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Keywords
multi-agent orchestrationagent delegationmulti-agent trustagent reliability