Systems / Automation Workflows
API integration, triggers, failure retry, and observability.
> stack: n8n / Webhooks / REST APIs
◆ SYSTEM BRIEF
> what_problem_does_this_solve?
Manual workflows are fragile, invisible, and impossible to debug. This system was designed to bring engineering-grade observability and failure handling to n8n automation pipelines.
◆ ARCHITECTURE
◆ SYSTEM FLOW
Trigger event or schedule
Rate limits, auth scope
n8n, REST APIs, Webhooks
Execution state, logs
API calls, notifications
◆ STACK
Automation
n8n
Webhooks
Integrations
REST APIs
OAuth
Observability
Logging
Retry logic
◆ OUTCOME
> what_does_it_do_now?
Automation pipelines run with structured error handling, automatic retry logic, and per-step logging. Every workflow is observable. Failures surface immediately with enough context to debug without re-running.
◆ RELATED SYSTEMS