Fixing n8n Bedrock Automation: Throttling, Duplicates, Cost Blowouts

Jul 26, 2026 · 7:01 AM UTC ·8 min read · 0 reactions · 0 comments · 21 views

#fixing #bedrock #automation #throttling #duplicates

TL;DR · WeSearch summary

You trigger it manually, watch the Claude response come back in two seconds, ship the demo to your team. Then it goes live, a webhook retries three times because a downstream CMS timed out, and you've published the same blog draft twice while Bedrock throws ThrottlingException at every fourth request. We've rebuilt this exact pipeline for three different clients now, and the failure modes are almost identical every time.

Key facts

▪You trigger it manually, watch the Claude response come back in two seconds, ship the demo to your team.
▪Then it goes live, a webhook retries three times because a downstream CMS timed out, and you've published the same blog draft twice while Bedrock throws ThrottlingException at every fourth request.
▪We've rebuilt this exact pipeline for three different clients now, and the failure modes are almost identical every time.

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Canonical URL	https://dev.to/oleksandr_kuryzhev_42873f/fixing-n8n-bedrock-automation-throttling-duplicates-cost-blowouts-3n74
Publication time	Sun, 26 Jul 2026 07:01:46 +0000
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Opening excerpt (first ~120 words) tap to expand

try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3970301) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Oleksandr Kuryzhev Posted on Jul 26 • Originally published at kuryzhev.cloud Fixing n8n Bedrock Automation: Throttling, Duplicates, Cost Blowouts #devops Originally published on kuryzhev.cloud Your n8n Bedrock automation pipeline works fine in testing. You trigger it manually, watch the Claude response come back in two seconds, ship the demo to your team.

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