Blog posts about how you can start using AI today — practical workflows for the rest of us.
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Managed services are great until the bill and the environments pile up. I'm starting a series on building your own stack — Terraform, Docker, CI, deploy — so you can stand up predictable, secure places to run the apps you're wiring together.
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I used to build my back ends in n8n - APIs, background jobs, queue work, AI integration, all of it. Something happened in January 2026 and now I don't reach for it, or for no-code platforms, at all. Here's the walls I hit and what I build with instead.
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Taking the agent from the last video and plugging it into a Slack room so it listens to everything, remembers it, and wakes up a real Linux box when it needs to. Supabase for the route and the memory, Railway for the box, Zapier's SDK for the CRM.
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Everyone's talking about agents. Here's what actually changed: instead of writing a pile of tools for a long-running process, we now hand the agent a whole computer and let it use Bash and the old Unix tools to get the job done. Two real examples, and a lot less magic than you'd think.
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Your vibe-coded app calls the Zapier SDK, which calls a real API. Run that in a test and it's not a test anymore: it needs a key, it costs a call, and it goes red when the wifi hiccups. Here's how to test it without ever hitting the real thing, and the one reminder to give your AI so it always does.
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