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