Most "learn AI" roadmaps are broken.
They're either a pile of links, or one path that assumes you want to be a researcher.
So I built a map instead:
> 78 topics, every prerequisite wired together
> 8 role paths, from AI engineer to business owner
> tells you how DEEP to go, not just what
> mark what you know and it recalculates your hours
> a mini project for every topic
Free. No sign-up. Works on your phone.
https://t.co/A663hYw3n2
Finally got my tool I've been working on to deploy my website directly from a Git url.
> it grabbed the contents
> connected to my server
> made a plan and a deplokyment script
> created all the nginx configs with certbot SSL verificiation
> updated the "applications" to host more notes about the application
> deployed it successfully.
Man I love it! Everything is so fast now. I can now vibe code some more cool things and 1 shot upload them to my Internal tool, ShellCore.
I also get a big overview of everything, how the architecture is structured, logs, settings, .env configs etc.
0 manual configs needed other than DNS.. which I could even automate too probably with some MCP.
My internal AI server management tool is really coming along
> I can now map out each architecture
> deploy from this
> set any .env variables [managed]
> scan new websites
> deploy new repos automatically to the server
> and many more
This is so cool.. claude working OT.
The issue with models like Kimi vs claude/grok/gpt is the speed.
(Better costs on Kimi though)
yes the output can be relatively good, but waiting 2-3 minutes for the AI to finish vs something claude can do in about 15 seconds is a huge difference.
On the cool side, ShellCore, the internal AI Server management tool I'm building is really coming along
> I can add any repo
> I can connect my server and see all the stats
> manage any logs
> set up deployments automatically from the application page
This is basically a massive GUI management for ANY server.
I can also add my clients servers too to manage
Right now 100% running on local. Built for myself. Maybe I'll make it OpenSource or offer it as a SaaS later on but theres no plan for that. I'm just loving what I'm building for myself.
My end goal is simple: Make some applications for fun, or tests, upload to git, and I can auto deploy it to my server via this and manage all my other sites on here.
@marcs_dev Ya I noticed itโs better at night time EST timezone - during the day itโs mess
Also with local sometimes you need a build a few times and waiting is dreadful
Thatโs why I just use it for production builds which free plan is more than enough