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Generated: 2026-02-16
Workflow Automation: Problem → Solution
Built for $1M+ founder-led teams that need restart-safe, measurable workflow automation (not ad-hoc zaps). Use this as a pattern library for operational automation.
Manual rework
Solution: introduce state + idempotent upserts + validation checks.
Silent failures
Solution: structured logs + alerts + dead-letter handling.
Inconsistent data
Solution: canonical source of truth + reconciliation jobs.
Brittle integrations
Solution: versioned adapters + contract tests + retries with backoff.