Workflow Automation
When a task happens repeatedly on a predictable cadence, the decision is not "should we automate" but "with which tool and which guardrails."
Workflow automation is a process audit followed by tool selection, not a tool fight. Posts in this category document the architecture decisions we make in client engagements: when Zapier is right for speed-to-value, when Make wins on visual branchy logic, when n8n is the answer for self-hosting and unlimited executions, and when trigger.dev becomes necessary because the workflow is code-first, long-running, or needs production-grade observability. For steps that need judgment (triage, classification, drafting) we layer LLM-driven agents with scoped tool access, prompt versioning, and an evaluation harness. Every article ships with the run logs and the failure mode that drove the choice, not just the happy path.
Posts in this category
- n8nWorkflow Automation
n8n vs trigger.dev: When a Workflow Needs Real Code
n8n and trigger.dev solve different shapes of problem. Four signals tell you a workflow has outgrown a visual builder, and most production setups end up running both.
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AI Automation for Small Business: Automate the Simple Processes First
A process-first playbook for small businesses: a 3-question test to pick the right task, three starter AI automations end to end, and where they go wrong.
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n8n vs Make vs Zapier: Which Automation Tool to Choose in 2026
n8n vs Make vs Zapier compared head to head: choose the right automation tool by budget, hosting, team skill, and run volume, with the one-line decision rule for each platform.
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