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<!--
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Search Anchor:
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automation platform bugs
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workflow automation failures
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zapier zap not working
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zapier duplicate triggers
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zapier runs twice
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zapier retry storm
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zapier webhook timeout
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n8n workflow stuck
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n8n execution retry loop
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n8n idempotency dedupe
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make integromat scenario duplicated
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make scenario retries
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power automate flow failed
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power automate runs twice
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power automate trigger duplicates
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retool workflow cron drift
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retool job retries
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ifttt applet not firing
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pipedream webhook handler timeout
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github actions workflow stuck
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github actions rerun duplicates
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airflow dag stuck
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airflow scheduler time drift
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airflow retry overload
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airtable automation runs twice
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asana rules duplicated
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crm automation duplicate leads
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gohighlevel ghl workflow duplication
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Failure classes / Fix intent:
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at least once delivery
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exactly once semantics
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idempotency key
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dedupe key
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retries with backoff and jitter
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rate limit storm
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webhook acknowledged before persist
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store then process pattern
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cron timezone drift
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utc scheduling
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time drift and clock skew
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bootstrap ordering
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cold start ordering
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deployment deadlock
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predeploy collapse
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traceability breaks
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citation mismatch
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data contract missing offsets tokens
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embedding semantic drift
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high similarity wrong meaning
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vector index not ready
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VECTOR_READY INDEX_HASH
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Routing to vendor pages:
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Zapier -> Automation/zapier.md
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n8n -> Automation/n8n.md
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Make Integromat -> Automation/make.md
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Retool -> Automation/retool.md
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IFTTT -> Automation/ifttt.md
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Pipedream -> Automation/pipedream.md
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Power Automate -> Automation/power-automate.md
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GitHub Actions -> Automation/github-actions.md
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Airflow -> Automation/airflow.md
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Airtable Automations -> Automation/airtable.md
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Asana Rules -> Automation/asana.md
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GoHighLevel GHL -> Automation/ghl.md
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Parabola -> Automation/parabola.md
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LangChain automation -> Automation/langchain.md
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LlamaIndex automation -> Automation/llamaindex.md
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-->
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# Automation Platforms — Global Fix Map
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<details>
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