Parallel - Concurrent Execution (v3.0)

Run multiple Ralph loops concurrently for independent tasks.

v2.88 Key Changes (MODEL-AGNOSTIC)

• Model-agnostic: Uses model configured in ~/.claude/settings.json or CLI/env vars
• No flags required: All parallel tasks use the configured default model
• Flexible: Works with GLM-5, Claude, Minimax, or any configured model
• Settings-driven: Model selection via ANTHROPIC_DEFAULT_*_MODEL env vars

Agent Teams Integration (v2.88)

Optimal Scenario: Integrated (Agent Teams + Custom Subagents)

Parallel execution combines Agent Teams coordination with ralph-coder specialization for optimal parallel file processing.