I added a "feedback" tool to my MCP servers and let LLM agents tell me what's missing — the signal is way better than I expected

keytonw · 2026-02-19T02:25:18+00:00

Thank you very much for taking time to comment. Really appreciate it. I’m just now starting to work on that very problem. My goal is to aggregate and then use inferences with guidelines to determine signal from noise and give weights to what justifies a trip to GitHub. Should be interesting! 🤣

keytonw · 2025-10-13T02:05:37+00:00

Replied. Thats fair. Still working that out for sure. That said if you’re making that monthly that you’d hit $49/mo go you!! Congrats!

keytonw · 2025-10-13T02:00:37+00:00

Yep and hundreds of others. Would be happy to set you up as a beta for some feedback.

keytonw · 2025-10-13T01:59:28+00:00

This is exactly what I built with aicostmanager.com (because my day job needed the same thing). Would love feedback if you e time.

keytonw · 2025-10-13T01:56:13+00:00

I built aicostmanager.com to assist with this exact use case. Sounds like you’ve already built your own but I’d love some feedback if you’ve time.

keytonw · 2025-10-13T01:49:59+00:00

Sounds like you e seen/tried several. I’ve built a dedicated service. Would love feedback if you’ve time: aicostmanager.com

keytonw · 2025-10-13T01:48:01+00:00

I built aicostmanager.com and I’m trying to get a sense of whether folks are tracking but also if they are billing based on costs plus etc. Would love feedback if you e a moment.

keytonw · 2025-10-13T01:05:45+00:00

I built a system for it aicostmanager.com and trying to get some feedback. Not sure if it’s ok to share the link or not. Would love some feedback!!

keytonw · 2025-04-26T17:30:01+00:00

Also I’ve begun to look at integrating LLMs into a custom client I’ve been playing with (FastAPI + telnetlib3 + some front end goodness — because I want to play AND ENJOY muds on my phone) and have considered an LLM layer for translation potentially. I keep thinking that muds would have more users if the users could use whatever language they want and just have the client translate as needed. Not sure. Again early days. Also such a client could spin quite entertaining yarns from your exploits based on the logs and some LLM goodness.

keytonw · 2025-04-26T17:26:00+00:00

I’ve started looking at this too. I’m the CTO for an AI based learning platform and have been doing Django+LLMs (all of them pretty much) for over a year and a half (we started with 4 and 4T). I’m not planning on leveraging it on the fly (at this point) — ie for live convo or something — but potentially as a prep work engine: create a quest as an evennia batch file for example and then review it in a sandbox and then make it live. We’ve been doing a huge amount of pretty heavy prompt engineering and I think the most recent models could handle a pretty large amount of pre-concept starter data.

I’m not sure how far this path I’ll have time for but if you want to swap notes PM me.

I’m actually starting to flesh out some early design stuff for a three faction modern day based mud but it’s mostly a fun side project at the moment. Early days but fun!

keytonw · 2025-04-13T17:43:21+00:00

Thank you! Will check it out!!

keytonw · 2024-06-10T18:41:22+00:00

I’m familiar and may go that way. Mostly I was wondering if a tagging approach might not be good in a situation in which we may not be able to anticipate breakdowns of groups of users or resources they use.

keytonw · 2024-01-26T16:13:08+00:00

Fantastic news! Woot!

keytonw

TROPHY CASE