SaaS
The hidden operational cost that shows up when your SaaS or automation stack starts scaling
I’ve been working with SaaS-style systems and self-hosted automation stacks recently (n8n, APIs, webhooks, AI integrations on VPS), and I keep running into the same pattern. Building the actual product or automation logic is rarely the hard part. The friction shows up when you need to scale it across multiple environments or clients. At that point, every new deployment tends to repeat the same operational steps: provisioning infrastructure setting up environments configuring domain...
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