Catio - AWS Diagrams and Architecture Copilot

Hacker News

Hey HN, I’m working on Catio, a tool that builds live digital twin diagrams of your AWS infrastructure and includes an AI copilot that can answer questions and reason against that model. The diagram and chat experience is free to use, read-only, and can be connected to dev or sandbox AWS accounts if you want to try it without touching production. We also have a paid product around AI-generated recommendations and architecture designs, but currently I’m mostly looking for feedback on if this feels useful to you, and how we can improve it! Happy to answer any questions in thread :)

Visit product View on Hacker NewsMay 20, 2026

Share card

Actual performance

2points

Did not reach leaderboard

Launch Intel predictions

Analyze your own launch →

Product HuntOn track for Day 1 leaderboard · Strong signals: model · Missing: mac, agents, macos

84%84% 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.

Hacker NewsStrong engagement from HN community · Strong signals: io · Missing: https docs, excited, just released

62%62% predicted probability of success on Hacker News, based on ML models trained on real launch data.

nativeThis product was originally launched on this platform.

Indie HackersFits the IH revenue-focused audience · Missing: supports, reddit linkedin, podcasting

56%56% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.

TrustMRRLess likely to generate early MRR · Missing: mobile apps, ios, personal

42%42% predicted probability of success on TrustMRR, based on ML models trained on real launch data.

AppSumoMay struggle as an AppSumo deal · Missing: plus, platform, intuitive

22%22% predicted probability of success on AppSumo, based on ML models trained on real launch data.

Acquire.comPre-revenue stage for this audience · Missing: arr, mrr, revenue

15%15% predicted probability of success on Acquire.com, based on ML models trained on real launch data.

BetaListMay not resonate with beta-testers · Strong signals: chat, paid · Missing: web3, crypto, cryptocurrency

2%2% predicted probability of success on BetaList, based on ML models trained on real launch data.

Incorrect prediction on native model

Similar products

CloudSkew – Draw AWS, Azure, GCP, K8s architecture diagrams57%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

CloudSkew – Draw AWS, Azure, GCP, K8s architecture diagrams

Hacker News131

Arcentry – Create Architecture Diagrams for AWS, Azure and Google Cloud50%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Arcentry – Create Architecture Diagrams for AWS, Azure and Google Cloud

Hacker News4

Blotato – Declarative Architecture Diagrams67%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Blotato – Declarative Architecture Diagrams

Hacker News20

Benchmarking AWS SNS/SQS in a Microservices Architecture61%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Benchmarking AWS SNS/SQS in a Microservices Architecture

Hacker News5

Cloudcraft – Create AWS diagrams72%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Cloudcraft – Create AWS diagrams

Hacker News7

Cloudcraft – Create AWS diagrams72%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Cloudcraft – Create AWS diagrams

Hacker News281

Ilograph – interactive architecture diagrams as code70%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Ilograph – interactive architecture diagrams as code

Hacker News92

Auto-Generated C4 Architecture Diagrams in Go55%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Auto-Generated C4 Architecture Diagrams in Go

Hacker News2

CloudGram – Draw architecture diagrams in the browser declaratively65%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

CloudGram – Draw architecture diagrams in the browser declaratively

Hacker News3

MIVNA62%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Turn code into living architecture diagrams

Indie Hackerscommitment-full-time

Browse all products Analyze your launch