killed and marked as timed out.</p></li><li><p><b>Individual agent:</b> Each reviewer has its own timeout logic to ensure that if a single task within a session takes too long, it can be terminated without affecting the entire review process.</p></li></ol>
<p>The <code>spawn_reviewers</code> tool also implements retry logic for transient errors. If an LLM session fails due to known issues like network hiccups or temporary provider outages, it will automatically restart up to three times before marking the task as failed. This helps ensure that minor disruptions don’t derail the entire review process.</p> <p>To further enhance reliability, <code>spawn_reviewers</code> maintains a circuit breaker mechanism. If multiple sessions fail in quick succession, it temporarily halts all new session spawns and waits for conditions to stabilize before retrying. This prevents overwhelming the system during periods of high stress or instability.</p> <h2>Failback Chains: Ensuring Continuity</h2> <p>In cases where a specific reviewer fails repeatedly, <code>spawn_reviewers</code> can fall back to a less capable but more reliable model. For example, if an Opus-tier sessionRead the full article at The Cloudflare Blog
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alinemati1983-6987Written by alinemati1983-6987
