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CodeSignal

Codex Subagents & Multi-Agent Orchestration

via CodeSignal

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Overview

Scale from one assistant to a coordinated swarm. Run isolated subagents in parallel, enforce strict JSON outputs, and assemble gated pipelines with logs/retries—unlocking reliable, reviewable automation for big repos.

Syllabus

  • Unit 1: Subagent Isolation and Contracts
    • Complete the Subagent Output Contract
    • Verify Scope Constraints with Audit Trails
    • Design Contracts for Automation Pipelines
    • Build a Subagent Command from Scratch
  • Unit 2: Parallel Subagent Orchestration
    • Scaling Analysis Across Multiple Scopes
    • Adding Performance Metrics to Subagents
    • Handling Invalid JSON from Subagents
    • Implementing Parallel Job Execution
    • Deterministic Aggregation for Parallel Subagent Results
  • Unit 3: Coordinated Gated Pipelines
    • Building Your First Analysis Gate
    • Implementing the Test Planning Gate
    • Implementing the Write Enabled Stage
    • Post-Write Validation and Audit Trails
  • Unit 4: Reliable Multiagent Orchestration
    • Scope Discovery and Safe Naming
    • Timing and Logging Agent Execution
    • Defensive JSON Parsing for Agent Outputs
    • Retry Logic with Preserved Logs
    • Parallel Execution Reporting and Quality Gates

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