Kivgraph

Kivgraph

Indie Hackers

Semantic code navigation for AI coding agents

I built Kivgraph after seeing AI coding agents waste context repeatedly searching through the same code. It exists to make structural code navigation faster and more reliable for developers.

Share card

Actual performance

Did not reach leaderboard

Launch Intel predictions

Analyze your own launch →
Product HuntOn track for Day 1 leaderboard · Strong signals: agents, agent, context · Missing: mac, macos, cursor
91%91% 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.
TrustMRRLess likely to generate early MRR · Missing: mobile apps, ios, personal
31%31% 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
31%31% predicted probability of success on AppSumo, based on ML models trained on real launch data.
Indie HackersIH features products with proven revenue · Missing: supports, reddit linkedin, podcasting
27%27% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
nativeThis product was originally launched on this platform.
Hacker NewsMay not resonate with HN audience · Strong signals: exist, io · Missing: https docs, excited, just released
26%26% predicted probability of success on Hacker News, based on ML models trained on real launch data.
Acquire.comPre-revenue stage for this audience · Missing: arr, mrr, revenue
20%20% 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
6%6% predicted probability of success on BetaList, based on ML models trained on real launch data.

Correct prediction on native model

Similar products

Axel
Axel91%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Todoist for AI coding agents

Product Hunt+269Task Management
Baton
Baton91%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Orchestrate your AI coding agents

Product Hunt+106Developer Tools
conflict check
conflict check21%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Semantic conflict detection for parallel AI coding agents

Indie Hackerscommitment-full-time
BriefGate
BriefGate31%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Client intake for AI coding agents

Indie Hackerscommitment-side-project
Pi
Pitaya – Orchestrate AI coding agents like Claude Code25%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Pitaya – Orchestrate AI coding agents like Claude Code

Hacker News5
Ve
Vectimus – Cedar policy enforcement for AI coding agents34%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Vectimus – Cedar policy enforcement for AI coding agents

Hacker News3
DznDna
DznDna34%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

The design library for AI coding agents

TrustMRRDesign Tools
PMB
PMB88%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Stop re-explaining your project to AI coding agents

Product Hunt+207Open Source
Ag
AgentToolBench-Code – security benchmark for AI coding agents25%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AgentToolBench-Code – security benchmark for AI coding agents

Hacker News1
Sy
Symphony – a live map of your AI coding agents26%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Symphony – a live map of your AI coding agents

Hacker News3