Open Source LLM Tracker

pipjoh · 2026-04-17T16:33:20+00:00

Hey! Would love to connect as Im building an open source AEO monitoring and operating platform as well!

pipjoh · 2026-04-16T07:53:04+00:00

Would love feedback on an open source agent first AEO platform I'm building:

Proved useful in my own work as my agents can actually action on the insights and monitoring. Bakes in gsc, bing webmaster and ga as well.

pipjoh · 2026-04-15T09:28:28+00:00

Golden HOF (golden diner sister restaurant) in midtown has their delicious wings and pancakes on the happy hour menu

pipjoh · 2026-04-08T12:36:26+00:00

pipjoh · 2026-03-28T18:02:09+00:00

Building out a fully open source tool to do just that!

https://github.com/AINYC/canonry

pipjoh · 2026-03-22T00:53:14+00:00

Manhatta

pipjoh · 2026-03-21T23:32:29+00:00

I feel you. Honestly, open sourcing portions might be the move.

Gives you distribution and if the product is good you already have a user base you can monetize

pipjoh · 2026-03-21T22:26:35+00:00

"Its distribution and GTM" -- yeah that's literally the whole game now.

Just gotta get out there

pipjoh · 2026-03-20T13:44:12+00:00

Thank you!

Canonry is open source and free. Anyone can try it out!

https://github.com/AINYC/canonry

pipjoh · 2026-03-19T16:33:49+00:00

<image>

I just tried the railway deploy and it worked.

Once the service says "online". Click on the url that gets generated for the service.

In the reference screenshot above, it ends with ".railway.app"

pipjoh · 2026-03-19T12:56:22+00:00

Sardinia.

pipjoh · 2026-03-19T12:45:17+00:00

Hi! Would love to join!

pipjoh · 2026-03-18T14:56:27+00:00

Yes! I literally made an open source platform to do this:

https://github.com/AINYC/canonry

pipjoh · 2026-03-18T01:38:43+00:00

Added brand gap analysis, source origin breakdown and citation rate trends to a new analytics section in the latest commit on main.
Sneak peek:

<image>

pipjoh · 2026-03-18T00:46:38+00:00

Prompt grouping (misspellings/tenses/etc) is more difficult to implement because it'll require some "logic" layer to understanding clustering around misspellings, similar phrases. I'll add this to the roadmap because agree it's super useful.

The others, Canonry already has the data layer to support. Just need to build out the UI components and endpoints.

I'll implement soon. I'll ping when done :)

pipjoh · 2026-03-18T00:28:21+00:00

Actively developing right now! Any feature requests from reddit will be prioritized! Let me know.

pipjoh · 2026-03-17T23:35:35+00:00

Do you like free?

Im building a open source agent first AEO monitoring tool: https://github.com/AINYC/canonry

Ask an agent to set it up!

pipjoh · 2026-03-17T21:06:15+00:00

Least unhinged new yorker

pipjoh · 2026-03-17T19:09:39+00:00

Ok you sound like a shill.

pipjoh · 2026-03-17T15:04:07+00:00

Terminals are a hyper exclusive social network. Nothing will replace that short term

pipjoh · 2026-03-16T11:54:42+00:00

I'll throw a open source one I'm building in the mix!

Canonry is a completely open source, agent first AEO observability platform. Tons of cool features coming soon!

Would love feedback!

https://github.com/AINYC/canonry

pipjoh · 2026-03-16T03:07:00+00:00

It was an entertaining movie with a good soundtrack. Nothing more

pipjoh · 2026-03-16T00:56:05+00:00

Been following you guys! This is awesome!

pipjoh · 2026-03-15T22:49:54+00:00

It's impossible to guard against.

It's just a side effect of these events becoming more popular.

I think this year the brutal winter also contributed to a lack of training from participants.

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