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Coding Agents Best Practices IV: Parallel Agents, Review, and Failure Patterns

Scale coding agents with git worktrees, multi-model runs, cloud handoff, writer/reviewer pairs, and a field guide to the failure patterns that burn tokens and trust.

AI Playbook2026-08-046 min readintroductory

Executive takeaway​

Scale coding agents with git worktrees, multi-model runs, cloud handoff, writer/reviewer pairs, and a field guide to the failure patterns that burn tokens and trust.

In this briefing​

  1. Key ideas
  2. Practical implications
  3. What to do next

Why it matters​

Use this briefing to decide whether to deep-dive the full article for your current delivery problem.

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Turn insight into action​

Read the full analysis, then continue into a playbook or framework.