
Why I Killed My Open-Source AI Projects (And What I Use Instead)
I spent months building open-source AI frameworks - then archived all of them. Here's the honest reason why, and what simpler sovereign stack I actually run my business on.
Open-source tools that replace expensive SaaS — owned by you, forever.

I spent months building open-source AI frameworks - then archived all of them. Here's the honest reason why, and what simpler sovereign stack I actually run my business on.

Zapier costs $19-799/mo for what n8n does free. Here's how to set up n8n as your business automation engine - what it handles, how to start, and the first 5 workflows to build.

Zapier costs $19-799/mo depending on your task volume. n8n does the same work for $0 if you self-host. Here is when to switch, when to stay, and how to migrate without breaking everything.

Calendly charges $8-20/month for features Cal.com gives you free. Here's a complete setup guide including routing forms, website embedding, and Zoom integration.

DuckDB is free, runs locally, and queries millions of rows in seconds. But it's not for everyone. Here's an honest comparison with traditional CRM software.

Resend gives you 3,000 emails/month free with better deliverability than Mailchimp's paid tiers. Here's the honest comparison - what each is good for, the setup process, and when to switch.

GHL runs on Mailgun and Twilio under the hood — and charges you a platform fee plus per-usage markups on top. This guide bypasses the middleman entirely. Step-by-step, you will have a working email CRM replacing GHL's core functions for about $35/mo instead of $297-497/mo plus usage fees.

A sovereign AI stack means you own the infrastructure - your data, your workflows, your costs. Here is an honest look at when building one makes sense and when you should stick with SaaS.

I run a 3,000-person email list, a full CRM, SMS campaigns, voice AI, and calendar booking on a pay-per-usage model. Here is every tool in the stack with exact costs and what each one replaces.

Last month our GHL bill hit $1,100. That's $13,200 a year for a platform that owns your data, locks you into their ecosystem, and charges you more every time you grow. I cancelled. Here's exactly what we replaced it with and what it cost.