automation
Posts tagged automation.
Automation Production n8n: The Handbook for Automations That Survive Contact With Reality
How to run n8n in production: idempotency, dead-letter queues, schema contracts, approvals, and the ROI filter that decides what deserves a workflow.
Automation Who Owns the Automation When the Builder Leaves
When the builder leaves, automations survive only if a named owner, a half-page runbook, and company-owned credential handoff are already in place.
Automation Why Your Automation Broke on a Tuesday
Six hundred workflows in, the failures are boringly predictable. Four structures prevent almost all of them, and none of them are exciting.
Automation Airtable as an Automation Backend: Fine Until Rate Limits Become the Product
Airtable works as an automation backend until the 5 req/s ceiling and plan record caps force you to move the system of record — stop patching forever.
Automation Migrate Zapier to n8n Without a Big-Bang Cutover
Migrate Zapier to n8n with dual-run, webhook URL remaps, credential remaps, and a documented rollback — rebuild by hand; no official importer to trust.
Automation Cron vs Webhook: Pick the Trigger That Matches the Failure Mode
Choose cron vs webhook by failure mode: webhooks miss when subscriptions die; schedules miss when the job never runs — hybrid reconciliation covers both.
Automation Automation ROI Without Fantasy Spreadsheets
How to calculate automation ROI without fantasy math: hours, failure cost, build and maintenance load, and a decision rule for when automation is worth it.
Automation APIs Will Change: Catch Drift Before Your CRM Goes Quiet
APIs will change: detect schema drift early, pause the money path, and run a fix runbook — never trust green executions that quietly wrote empty fields.
AI Agents When Not to Build an Agent (And What to Build Instead)
Agents are for uncertain paths with clear criteria. If the path is known, build automation. If criteria are mush, fix the process. Here is how to choose without theater.
Automation When Automation Fails at 2am: Alerts, Severity, and Who Gets Woken
At 2am the wrong answer is silence: page money and customer paths, morning-triage the rest, and detect never-ran failures with heartbeats before dawn.
Automation How Long a Production Automation Takes (Happy Path Is Not the Clock)
A demo can ship in a day; production automation takes weeks because spine, staging, approvals, and ownership are the real clock — not mere node count.
Automation Build It Yourself or Hire: The Blast-Radius Test for Automations
DIY when side effects are reversible and a named owner will keep them. Hire when money, customers, or recovery paths are on the line — not by step count.
Automation How Much Automation Costs: Build, Tools, and the Bill That Shows Up Later
Automation cost is build + tool meters + maintenance + failure cleanup — not the Zapier, Make, or n8n sticker. Budget the cost shape, not a fantasy range.