Op

Open-source, Long-horizon cite-able memory for multi-agent systems

Hacker News

Open-source, Long-horizon cite-able memory for multi-agent systems

Two agents that share no model, no vendor, and no trust can cite the same signed fact and each verify it alone. Devices e.g. satellites, robots, CCTVs fill the memory today; any machine that watches the world joins by proving how it ran.

Share card

Actual performance

4points
Did not reach leaderboard

Launch Intel predictions

Analyze your own launch →
Product HuntOn track for Day 1 leaderboard · Strong signals: mac, agents, agent · Missing: macos, cursor, claude
89%89% 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 · Missing: https docs, excited, just released
69%69% predicted probability of success on Hacker News, based on ML models trained on real launch data.
nativeThis product was originally launched on this platform.
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.
Indie HackersIH features products with proven revenue · Missing: supports, reddit linkedin, podcasting
25%25% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
AppSumoMay struggle as an AppSumo deal · Missing: plus, platform, intuitive
21%21% 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
19%19% 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
18%18% predicted probability of success on BetaList, based on ML models trained on real launch data.

Incorrect prediction on native model

Similar products

Ci
CivBench a long-horizon AI benchmark for multi-agent games40%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

CivBench a long-horizon AI benchmark for multi-agent games

Hacker News12
Ro
Rowboat – Open-source IDE for multi-agent systems66%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Rowboat – Open-source IDE for multi-agent systems

Hacker News161
Fi
Fig – Experimenting with long horizon prediction for personhood41%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Fig – Experimenting with long horizon prediction for personhood

Hacker News6
Tr
TrueDeck – open-source multi-agent terminal deck that abstracts memory41%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

TrueDeck – open-source multi-agent terminal deck that abstracts memory

Hacker News1
Ae
Aegis Memory – Open-source memory layer for multi-agent AI systems47%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Aegis Memory – Open-source memory layer for multi-agent AI systems

Hacker News1
Op
OpenMetaHarness - complete long horizon tasks with more autonomy60%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

OpenMetaHarness - complete long horizon tasks with more autonomy

Hacker News4
La
Lavern: an open-source multi-agent legal system (Apache 2.0)59%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Lavern: an open-source multi-agent legal system (Apache 2.0)

Hacker News4
Kimi K2.6
Kimi K2.687%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Open-source SOTA for long-horizon coding and agent swarms

Product Hunt+339Open Source
Si
Single-agent long-horizon reasoning within one LLM run62%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Single-agent long-horizon reasoning within one LLM run

Hacker News4
Hy4 preview
Hy4 preview83%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Tencent’s 770B open model for long-horizon work

Product Hunt+216Open Source