Op

Open-source AI assistant for Kubernetes troubleshooting

Hacker News

Open-source AI assistant for Kubernetes troubleshooting

I built this because I was tired of context-switching between clusters and grep-ing through logs. It's a browser-based tool that uses LLMs to diagnose Kubernetes issues. Key technical bits: - Fast cross-cluster search with flexible filtering - LLM-powered root cause analysis for pod failures - Proactive cluster risk scanning with AI-driven fix suggestions - AI translation of complex YAML configurations into plain English Website: https://karpor.kusionstack.io Product Hunt: https://www.producthunt.com/posts/karpor

Share card

Actual performance

1points
Did not reach leaderboard

Launch Intel predictions

Analyze your own launch →
Product HuntOn track for Day 1 leaderboard · Strong signals: context, open, plain · Missing: mac, agents, macos
77%77% predicted probability of success on Product Hunt, based on ML models trained on real launch data.
best fitHighest predicted score across all platforms for this description.
Indie HackersIH features products with proven revenue · Missing: supports, reddit linkedin, podcasting
46%46% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
Hacker NewsMay not resonate with HN audience · Strong signals: io · Missing: https docs, excited, just released
44%44% predicted probability of success on Hacker News, based on ML models trained on real launch data.
nativeThis product was originally launched on this platform.
AppSumoMay struggle as an AppSumo deal · Missing: plus, platform, intuitive
38%38% predicted probability of success on AppSumo, based on ML models trained on real launch data.
TrustMRRLess likely to generate early MRR · Missing: mobile apps, ios, personal
37%37% predicted probability of success on TrustMRR, based on ML models trained on real launch data.
Acquire.comPre-revenue stage for this audience · Strong signals: active · Missing: arr, mrr, revenue
13%13% predicted probability of success on Acquire.com, based on ML models trained on real launch data.
BetaListMay not resonate with beta-testers · Missing: web3, chat, crypto
5%5% predicted probability of success on BetaList, based on ML models trained on real launch data.

Correct prediction on native model

Similar products

He
Herbs Assist – Open-Source AI Assistant for Microservices Developement63%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Herbs Assist – Open-Source AI Assistant for Microservices Developement

Hacker News11
Bakery By Bagel
Bakery By Bagel68%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Monetizable open source AI

Product Hunt+190Open Source
Pr
Project 2501 – an open-source AI assistant, written in C++66%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Project 2501 – an open-source AI assistant, written in C++

Hacker News3
Re
React widget for open source AI assistant54%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

React widget for open source AI assistant

Hacker News7
Ex
Extrapolate – Open-Source AI Aging App56%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Extrapolate – Open-Source AI Aging App

Hacker News5
Sa
Saving Money Deploying Open Source AI at Scale with Kubernetes68%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Saving Money Deploying Open Source AI at Scale with Kubernetes

Hacker News3
Ne
NeuralAgent: An open-source AI assistant that runs your entire desktop58%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

NeuralAgent: An open-source AI assistant that runs your entire desktop

Hacker News3
I
I made an open-source AI Headshot Generator57%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

I made an open-source AI Headshot Generator

Hacker News3
I
I built an open-source AI system for drones69%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

I built an open-source AI system for drones

Hacker News5
Ra
Ragpi – Open-Source AI Assistant for Chatting with Your Developer Docs67%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Ragpi – Open-Source AI Assistant for Chatting with Your Developer Docs

Hacker News1