Workflow automation for ops teams
Practical writing on trigger design, retry logic, dead-letter queues, lead routing, approval flows, and building ops infrastructure that doesn't break when you're not watching. Written by Liam Donovan from the Orchestloom team in Pittsburgh.
When a workflow step fails at 2am and nobody finds out until the CRM is full of stale leads, that's a silent failure. This post explains why most no-code tools silently drop steps and what retry logic actually looks like in practice.
Lead routing is one of the highest-leverage automations a RevOps team can own. This guide walks through mapping form submissions to CRM owner assignment to Slack notification in under an hour.
Fan-out to multiple systems, conditional branching, retry with backoff, human-in-the-loop approval gates, and scheduled reconciliation. These five patterns cover 80% of real operational automation needs.
Most operations teams have a backlog of automation requests that never get prioritized by engineering. We look at how RevOps and BizOps teams are closing that gap by owning their own workflow layer.
A deep dive into what makes a workflow fault-tolerant. We cover retry strategies with exponential backoff, dead-letter queues for permanently failed steps, and when to alert vs. auto-recover.
Connecting your CRM to Slack sounds simple until you deal with deduplication, field mapping, conditional routing by deal stage, and alert fatigue. This guide covers all of it.
Automation fires a single action when triggered. Orchestration manages the whole sequence across systems, handles failures at each step, and keeps state as it moves.