Powering the Reputation Economy: Integrating Andromeda Core with The Graph

Community & Grants
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Powering the Reputation Economy: Integrating Andromeda Core with The Graph

Hi everyone! :waving_hand:

I’m Ilich, Architect at Andromeda Core. I want to share our initiative with you and explain why I believe our integration with The Graph can be a turning point for data interoperability and trust in Web3.

We are building the first real-time reputation economy for DAOs and builders. We already have operational payment flows on Algorand (via the x402 protocol) and integrations with Rootstock, Arbitrum, and Optimism. Currently, we are in the process of integrating data from the Solana ecosystem to feed our reputation engine; we understand that the higher the data density, the more reliable and complete the system becomes.

Our goal is for this entire reputation and payment history to be indexed and searchable through The Graph, becoming the public data layer for dApps, wallets, and decentralized job markets.

1. The Problem: Fragmented Reputation Stifles Innovation

Today, if you have contributed to multiple protocols and chains, your history is scattered. There is no simple way for a new project to consult your worth in a unified manner. This creates enormous friction: projects waste resources manually verifying contributors, and builders cannot capitalize on their previous track record.

2. The Solution: Andromeda Core (Infrastructure for Trust)

Andromeda Core acts as a verifiable reputation aggregator. By integrating The Graph, we transform raw data from multiple chains into a decentralized, searchable reputation “Scorecard.”

To ensure the sustainability and performance of this ecosystem, we have implemented a hybrid model:

  • Public Layer: Essential reputation data indexed on The Graph, open to the community.

  • Enterprise Layer: A subscription and data-selling system via specialized APIs for companies requiring advanced analytics and high availability.

3. Why is The Graph Vital for Andromeda?

The Graph is the industry standard for data access. Integrating with it allows us to achieve:

  • Data Synergy: Enabling any dApp to consume the “Andromeda Score” without relying on centralized servers.

  • Sustainability: Revenue from our enterprise subscriptions will be reinvested into the maintenance and curation of our subgraphs, ensuring the public infrastructure remains high-quality.

4. Achievements and Roadmap

We already have the technical architecture to cross-reference reputation data between EVM and non-EVM chains (Solana/Algorand/Polkadot/ETH). The next step is to standardize this information into robust subgraphs that allow other developers to build on our foundation.

5. The Grant Plan: Focus on Development and Stability

To take this project to the next level, we are seeking a collaboration focused on two critical pillars:

  • Infrastructure Support (12-Month Runway): We recognize that latency and stability are the biggest obstacles to mass adoption. We are requesting support to cover cloud service costs for one year. This will allow us to:

    • Full Development Focus: Eliminate the operational financial burden to focus on integrating more ecosystems and improving protocol logic.

    • High Availability: Maintain a hybrid infrastructure with 99.9% uptime, combining The Graph nodes with high-performance caching layers.

    • UX Improvement: Ensure reputation queries are instantaneous, facilitating integration for DAOs and recruiters.

  • Guaranteeing Openness: We are committed to keeping the reputation core always accessible and free via The Graph. The enterprise subscription model will fund continuous expansion to new networks (such as our strategic migration to Solana).

6. Call to the Community: Help Us Refine

We want your honest feedback:

  1. Does the community believe a hybrid model (SaaS + Public Subgraph) is the right path for the sustainability of a data protocol?

  2. What other on-chain behavioral data would you like to see indexed in a reputation profile?

  3. Any technical recommendations for optimizing multi-chain indexing in this scenario?

We are open to collaborating with indexers, curators, and builders to make reputation the most valuable asset in Web3.

Thanks for reading and for your support! :green_heart:

Project: https://core.andromedacomputer.net/en

Presentation; https://drive.google.com/file/d/1eoNgFd7uqbYR_4fHYE_-PMTgzJvS0Nw5/view?usp=sharing

Video Integration x402 ; https://youtu.be/siAusfPwacg

Ilich Blanco Founder & CEO, Andromeda Computer / Gaia Ecotrack / Andromeda Core

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Well… not even anyone from the core team commented or asked anything about the proposal. It’s a real shame.
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Maybe you can deploy as a data service on Horizon? How to Build and Deploy a Data Service on The Graph's Horizon Framework — Lodestar Blog

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Thanks for the response! That sounds like an excellent strategic move. Given that Andromeda Core already processes and scores complex behavioral data (TrustScores) which standard subgraphs do not cover, becoming a Data Service on Horizon aligns perfectly with our mission to offer “Trust-as-a-Service.”

I would love to explore the specific technical requirements for integrating the AVIP protocol. Do you have any resources or a point of contact you would recommend I speak with regarding the implementation of specialized reputation services on Horizon?

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Hi Ilich,

Thanks for the detailed write-up. I’d be interested in understanding the architecture a bit better.

A few initial questions:

  • What does the data flow look like end-to-end? Specifically, are you looking to operate your own indexing infrastructure, or primarily consume and compose data that is already available through The Graph ecosystem?
  • Have you explored whether existing Subgraphs, Substreams, or cross-chain aggregation patterns could address the core data needs?
  • On the Horizon angle, is the goal specifically to coordinate a decentralized network of indexing service providers?

The reason I ask is that the use case as described reads more like a cross-chain data aggregation pattern than a need for custom indexing infrastructure. If that’s right, there may be more direct paths to what you’re trying to build.

Happy to jump on a call to work through the architecture together and make sure I’m connecting you with the most relevant Graph resources. Let me know if that would be useful and I’ll follow up by DM to coordinate the call.

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Hello, thanks for your thoughtful questions! I really appreciate them. And yes, I’d love to hop on a call to dive deeper into this topic.

Just to give you a bit of context before we chat, we don’t limit ourselves merely to aggregating data from various chains. We view Andromeda as a synthesis layer. We ingest raw events, on Solana, we do this via Yellowstone gRPC, and for Rootstock and Arbitrum, we also consume data from their subgraphs using custom connectors, and feed all of that into our AVIP Engine. This engine calculates a deterministic TrustScore, which we then anchor back on-chain as a Merkle root, ensuring it is mathematically verifiable rather than a “black box.”

Regarding infrastructure. YES, we do consume existing subgraphs when they are available; however, much of the time, we have to perform our own indexing. The agent economy will demand sub-second latency, and we require that level of responsiveness. That said, we are actively exploring ways to transform our custom semantic connectors into Substreams, so that this reputation data becomes available to the entire Graph ecosystem not just to us.

And you’ve hit the nail on the head regarding a crucial aspect, coordination. Exactly. The goal is a decentralized network where indexing isn’t merely about making data “available,” but about providing verifiable reputation and service-level proofs that autonomous agents can rely on. That is the horizon we are building toward.

You raised the point about massive data aggregation, and you’re right; but what truly matters to us is the integrity and provenance of that data. Without those elements, the scoring system could be manipulated, and the entire framework would crumble. Therefore, that is our non-negotiable principle. It would be great to hop on a call to determine how we can align Andromeda’s ATLAS Knowledge Graph with The Graph’s latest cross-chain aggregation patterns. I think there is something truly solid here.

I look forward to your DM so we can coordinate the meeting.