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The use case is legitimate \u2014 blockchain data indexing via GraphQL mirrors The Graph's proven demand \u2014 but on-chain traction is critically low with only 1 active miner and a $57K market cap. Codebase shows 100% self-merge ratio and no CI, undermining confidence in code review rigor despite meaningful recent commit activity." }, "analysis": { "risks": [ "Only 1 active miner against 6 validators \u2014 a near-zero miner-to-validator ratio signals the subnet has not achieved real-world task demand; the network is essentially idle", "Self-merge ratio of 1.0 with avg 0.4 reviews per PR means every merged PR was unreviewed by a second party \u2014 combined with no CI and 0.45 commit message quality score, this is a significant code integrity risk" ], "score": 41, "summary": "Subnet 82 (Hermes) is building decentralized GraphQL query infrastructure for the SubQuery Network on Bittensor. The use case is legitimate \u2014 blockchain data indexing via GraphQL mirrors The Graph's proven demand \u2014 but on-chain traction is critically low with only 1 active miner and a $57K market cap. Codebase shows 100% self-merge ratio and no CI, undermining confidence in code review rigor despite meaningful recent commit activity.", "provider": "cascade:sonnet", "expiresAt": "2026-05-29T20:36:54.841795+00:00", "strengths": [ "Real infrastructure use case: decentralized GraphQL indexing mirrors The Graph's proven demand model and SubQuery Network is a known entity in the indexing ecosystem", "77 commits in the last 90 days demonstrates sustained development activity, with 4 merged PRs in the last 30 days showing continued iteration", "MIT license, documented codebase (hasDocs: true), and 4 contributors provide a minimal-but-real open-source foundation with some bus factor coverage (top contributor at 81%, below the 90% red-flag threshold)" ], "updatedAt": "2026-04-29T20:36:54.841795+00:00", "durability": "watch", "recommendation": "Watch and reassess when active miner count exceeds 10 and self-merge ratio drops below 0.5; the underlying use case is durable but current execution signals \u2014 1 miner, no CI, zero peer review \u2014 do not yet justify allocation.", "dimensionScores": { "adoption": 20, "shipSpeed": 35, "usefulness": 65, "codeQuality": 30 } }, "repoCoverageStatus": "covered", "image": "https://hermes-subnet.ai/images/hermes/hermes-icon.svg", "repos": [ { "netuid": 82, "repoKind": "primary", "provider": "github", "owner": "SN-Hermes", "name": "hermes-subnet", "url": "https://github.com/SN-Hermes/hermes-subnet", "source": "registry", "isArchived": false, "isFork": false } ], "repoSnapshots": [ { "fullName": "SN-Hermes/hermes-subnet", "description": null, "homepageUrl": null, "defaultBranch": "main", "stars": 3, "forks": 6, "watchers": 4, "contributors": 4, "commits30d": 8, "commits90d": 77, "mergedPrs30d": 4, "mergedPrs90d": 22, "releases12m": 0, "openIssues": 5, "closedIssues30d": 2, "languages": [ { "name": "Python", "percentage": 90.2 }, { "name": "HTML", "percentage": 9.8 } ], "topics": [], "rootSignals": { "hasCi": false, "hasTests": true, "hasLintConfig": false, "hasFormatterConfig": false, "hasTypeScript": false, "hasLicense": true, "hasSecurityPolicy": false, "hasDocs": true, "hasDocker": false, "hasDependabot": false, "hasRenovate": false, "rootEntries": [ ".env.miner.example", ".env.validator.example", ".gitignore", ".python-version", "LICENSE", "README.md", "agent", "cli", "common", "docs", "hermes", "min_compute.yml", "neurons", "projects", "pyproject.toml", "scripts", "tests", "uv.lock" ] }, "readmeExcerpt": "
**SubQuery Hermes Subnet** ! Discord Chat https://img.shields.io/discord/308323056592486420.svg https://discord.gg/bittensor ! License: MIT https://img.shields.io/badge/License-MIT-yellow.svg https://opensource.org/licenses/MIT --- Decentralized GraphQL Query Infrastructure Discord https://discord.gg/bittensor \u2022 Network https://taostats.io/ \u2022 SubQuery Network https://subquery.network/ \u2022 Documentation ./docs/
--- - Introduction introduction - What is SubQuery Hermes Subnet? what-is-subquery-hermes-subnet - How It Works how-it", "pushedAt": "2026-04-17T17:39:24Z", "isArchived": false, "isFork": false, "commitMessageQuality": 0.45, "selfMergeRatio": 1.0, "avgReviewsPerPr": 0.4, "hasBranchProtection": false, "topContributorPct": 0.81, "avgCommentsPerIssue": 0.51, "avgResponseHours": 39.0, "prMergeHoursP50": 0.3, "prMergeHoursP95": 71.2, "contributorChurn30d": 0.0, "vulnerabilityCount": 0 } ], "externalLinks": [], "priceHistory": [ { "timestamp": "2025-12-26T20:59:48-03:00", "value": 0.89729419 }, { "timestamp": "2025-12-27T20:59:48-03:00", "value": 0.90338888 }, { "timestamp": "2025-12-28T20:59:48-03:00", "value": 0.85936536 }, { "timestamp": "2025-12-29T20:59:48-03:00", "value": 0.90115804 }, { "timestamp": "2025-12-30T20:59:48.001000-03:00", "value": 0.90499843 }, { "timestamp": "2025-12-31T20:59:48.001000-03:00", "value": 0.88943766 }, { "timestamp": "2026-01-01T20:59:48.001000-03:00", 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"recentTweets": [ { "tweet_id": "2049051050644996118", "handle": "SubQueryNetwork", "text": "POV: You caught me browsing my favorite app https://t.co/OrAf6UNIL8", "created_at": "2026-04-28T06:00:14-03:00", "likes": 8, "retweets": 0, "replies": 1, "views": 379, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2047239180762087817", "handle": "SubQueryNetwork", "text": "We asked three AI assistants a simple on-chain question:\n\n\u201cWhat are the top 5 tokens on Uniswap by Token Value Locked?\u201d\n\nChatGPT is guessing \u274c\ufe0f \nClaude doesn\u2019t know \u274c\ufe0f \nAskSubQuery just answers \u2705\ufe0f \n\nThe responses tell a bigger story about the current state of AI + blockchain data.\n\n\u2022 ChatGPT produced a confident, but incorrect, answer\n\u2022 Claude couldn\u2019t access the data it needed\n\u2022 AskSubQuery returned the correct result instantly \n\nThis isn\u2019t about model quality. It\u2019s about data access.\n\nMost AI tools still rely on static training data, scraped sources, or patchy APIs when it comes to blockchain queries. That means stale answers, guesswork, or no answer at all.\n\nAskSubQuery flips the model.\n\nIt gives AI agents direct access to structured, indexed on-chain data in real time via GraphQL. No guessing. No hallucinations. Just verifiable answers.\n\nThat\u2019s the difference infrastructure makes.\n\nAI isn\u2019t limited by intelligence anymore. It\u2019s limited by access.", "created_at": "2026-04-23T06:00:31-03:00", "likes": 61, "retweets": 24, "replies": 13, "views": 16339, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2047054772755394785", "handle": "HermesSubnet", "text": "Hermes has now been officially deregistered.\n\nDespite the short run (since launch on Jan 15), it was incredible to build in an ecosystem with such passion and feedback. It genuinely revitalised our belief in blockchain communities.\n\nOperating without the 4-month immunity period made things especially challenging.\n\nWe\u2019re grateful to @YumaGroup for the opportunity to build here.\n\nThank you to everyone who was part of the journey \ud83e\udebd", "created_at": "2026-04-22T17:47:44-03:00", "likes": 124, "retweets": 20, "replies": 19, "views": 22780, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2046413144449507345", "handle": "HermesSubnet", "text": "This is not the outcome we\u2019d hoped for.\n\nBut as always, we want to be upfront with the community.\n\nHermes is next in line for deregistration, and we don\u2019t see a clear path out of the position we\u2019re in.\n\nWith that in mind, we want to give you advance notice that in 8 hours\u2019 time, we will be liquidating our alpha holdings to cover operational expenses incurred since launch. Up until now, these costs have been covered out of pocket, and we have not previously sold any alpha.\n\nWe\u2019re sharing this ahead of time because we\u2019ve always tried to lead with transparency, especially in moments like this.\n\nWe understand the weight of this update and deeply appreciate everyone who has supported us along the way.\n\nThank you to everyone who has been part of this journey. We\u2019ve truly valued the ride and only wish it could have gone on longer.\n\n- Hermes Team \ud83e\udebd", "created_at": "2026-04-20T23:18:08-03:00", "likes": 162, "retweets": 15, "replies": 35, "views": 29395, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2045959567792865491", "handle": "HermesSubnet", "text": "RT @AngryDavee: Bittensor | $TAO\n\nIt\u2019s sad that a strong subnet like @HermesSubnet, with a real consumer-ready product, is at risk of dereg\u2026", "created_at": "2026-04-19T17:15:47-03:00", "likes": 92, "retweets": 19, "replies": 21, "views": 13375, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2045959096587940021", "handle": "HermesSubnet", "text": "RT @TaoOutsider: $TAO Subnet - Today we spoke with Brittany from Subnet 82, @HermesSubnet. They\u2019ve just reshaped the project and are now la\u2026", "created_at": "2026-04-19T17:13:55-03:00", "likes": 77, "retweets": 16, "replies": 7, "views": 6028, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2044732539034824721", "handle": "HermesSubnet", "text": "Let\u2019s address Hermes directly.\n\nYes, the subnet is under pressure.\n\nBut we\u2019ve already taken action, and we\u2019re building something much bigger.\n\nHermes Pilot changes everything.\n\nFull update in 60 seconds \u2b07\ufe0f https://t.co/ejbCSjugle", "created_at": "2026-04-16T08:00:01-03:00", "likes": 68, "retweets": 18, "replies": 27, "views": 26524, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2044718241269121498", "handle": "HermesSubnet", "text": "Hermes SN82 Update\n\nA transparent update on where we stand AND what comes next.\n\nThe Situation\n\nHermes has recently dropped to the lower end of the Bittensor subnet rankings following a sharp move in alpha price.\n\nOn Bittensor, only 128 subnets can exist at once. When full, the lowest EMA alpha subnet is removed as new ones register.\n\nWe\u2019re aware of where we sit. We\u2019re also clear on what needs to happen next.\n\nWhat\u2019s Changed\n\nOver the past few weeks, Hermes has gone through two major shifts:\n\n\u2022 We are now fully independent\n\u2022 We\u2019ve pivoted toward the Hermes Pilot agent\n\nThis isn\u2019t just infrastructure anymore. It\u2019s a product direction.\n\nHermes Pilot is a crypto super-agent:\n\n\u2192 One interface to understand and act across crypto\n\u2192 Powered by competitive intelligence from SN82 miners\n\u2192 Designed for both users and autonomous agents\nSN82 becomes the optimization layer behind a real, user-facing system.\n\nWhat You Can Expect (Short-Term Execution)\n\nWe\u2019re not standing still, here\u2019s what\u2019s already in motion:\n\u2022 An updated roadmap reflecting the Hermes Pilot direction\n\u2022 A new partnership announcement before month-end\n\u2022 Miner mechanic updates (already announced) to better reflect contribution + reduce sell pressure\n\nThis is about aligning emissions, incentives, and product growth.\n\nPositioning Forward\n\nWe\u2019re focused on building something people actually use AND ensuring the subnet reflects that value.\nShort-term volatility doesn\u2019t change the direction. It just compresses the timeline.\n\nIf You Want to Support\n\nStaking TAO into SN82 validators directly impacts our alpha price and subnet position.\nThat support gives us more room to execute.. and we intend to use it.\n\nWe\u2019re building. We\u2019re adjusting. And we\u2019re not done.\n\n\u2014 Hermes Team \ud83e\udebd", "created_at": "2026-04-16T07:03:12-03:00", "likes": 107, "retweets": 18, "replies": 23, "views": 21744, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2044687243202179518", "handle": "HermesSubnet", "text": "Hermes SN82 Update\n\nA transparent update on where we stand AND what comes next.\n\nThe Situation\n\nHermes has recently dropped to the lower end of the Bittensor subnet rankings following a sharp move in alpha price.\n\nOn Bittensor, only 128 subnets can exist at once. When full, the lowest EMA alpha subnet is removed as new ones register.\n\nWe\u2019re aware of where we sit. We\u2019re also clear on what needs to happen next.\n\nWhat\u2019s Changed\n\nOver the past few weeks, Hermes has gone through two major shifts:\n\n\u2022 We are now fully independent\n\u2022 We\u2019ve pivoted toward the Hermes Pilot agent\n\nThis isn\u2019t just infrastructure anymore. It\u2019s a product direction.\n\nHermes Pilot is a crypto super-agent:\n\n\u2192 One interface to understand and act across crypto\n\u2192 Powered by competitive intelligence from SN82 miners\n\u2192 Designed for both users and autonomous agents\n\nSN82 becomes the optimization layer behind a real, user-facing system.\n\nWhat You Can Expect (Short-Term Execution)\n\nWe\u2019re not standing still, here\u2019s what\u2019s already in motion:\n\u2022 An updated roadmap reflecting the Hermes Pilot direction\n\u2022 A new partnership announcement before month-end\n\u2022 Targeted buybacks to support alpha and extend runway\n\u2022 Miner mechanic updates (already announced) to better reflect contribution + reduce sell pressure\n\nThis is about aligning emissions, incentives, and product growth.\n\nPositioning Forward\n\nWe\u2019re focused on building something people actually use AND ensuring the subnet reflects that value.\n\nShort-term volatility doesn\u2019t change the direction. It just compresses the timeline.\n\nIf You Want to Support\n\nStaking TAO into SN82 validators directly impacts our alpha price and subnet position.\n\nThat support gives us more room to execute.. and we intend to use it.\n\nWe\u2019re building. We\u2019re adjusting. And we\u2019re not done.\n\n- Hermes Team \ud83e\udebd", "created_at": "2026-04-16T05:00:01-03:00", "likes": 45, "retweets": 6, "replies": 4, "views": 384, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2044611764914937986", "handle": "HermesSubnet", "text": "Hermes Subnet 82 Update\n\nWe\u2019ve temporarily increased miner burn to 100%.\n\nThe upcoming subnet upgrade will redefine the miner role, and current emissions no longer reflect network value. As a result, emissions are paused until the new model is live, with deregistration pressure as an additional factor.\n\nWe\u2019ll restore emissions once the upgrade is complete.", "created_at": "2026-04-16T00:00:06-03:00", "likes": 62, "retweets": 16, "replies": 4, "views": 21114, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2044358697674273217", "handle": "SubQueryNetwork", "text": "Update: All affected users have now been fully compensated.\n\nThe recovery process is complete.\n\nThanks to the community for your patience while we worked through this.", "created_at": "2026-04-15T07:14:30-03:00", "likes": 73, "retweets": 17, "replies": 15, "views": 20946, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2044340086616019119", "handle": "HermesSubnet", "text": "Daniel hints at Hermes Pilot ahead of the official reveal \ud83d\udc40\n\nFrom a couple of weeks ago on @YumaGroup Subnet Spotlight. https://t.co/2azVzb2qVA", "created_at": "2026-04-15T06:00:33-03:00", "likes": 47, "retweets": 20, "replies": 4, "views": 22711, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2044263299236409630", "handle": "HermesSubnet", "text": "We\u2019ve seen repeated concerns about the Hermes owner wallet balance. Let\u2019s clarify.\n\nThrough an abundance of caution, the subnet owner wallet is cleared on a monthly basis as part of our security process.\n\nThese transfers are not Hermes selling TAO, nor are they an attempt to obfuscate SN82 tokens. Funds remain in the same wallet:\n5CRydnV9ghXDmZMJVTEdScxxpmPmykrzJKvo6VQtMxzWFQKi\n\nThe ~55 TAO balance shown in the owner wallet is not representative of Hermes holdings.\n\nIf we ever intend to sell, it will be clearly communicated to the community first.", "created_at": "2026-04-15T00:55:25-03:00", "likes": 66, "retweets": 12, "replies": 3, "views": 22084, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2044253458535199137", "handle": "HermesSubnet", "text": "Couldn't have said it better myself \ud83e\udebd", "created_at": "2026-04-15T00:16:19-03:00", "likes": 49, "retweets": 13, "replies": 3, "views": 20842, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2044173415461036468", "handle": "HermesSubnet", "text": "RT @MuffinDannyH: Crypto\u2019s backend has evolved like crazy. \n\nBut the frontend? it still feels stuck in 2017.\n\nDashboards all over the plac\u2026", "created_at": "2026-04-14T18:58:15-03:00", "likes": 10, "retweets": 7, "replies": 1, "views": 725, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2044173401426890992", "handle": "HermesSubnet", "text": "RT @SubnetSummerT: @HermesSubnet just reframed what SN82 actually is.\nNot an infrastructure play, an intelligence layer. One interface for\u2026", "created_at": "2026-04-14T18:58:12-03:00", "likes": 13, "retweets": 4, "replies": 2, "views": 530, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2043977651145085087", "handle": "HermesSubnet", "text": "Most people still don\u2019t understand what \u201csuper agent for crypto\u201d means.\n\nSo let\u2019s make it simple \ud83d\udc47", "created_at": "2026-04-14T06:00:21-03:00", "likes": 63, "retweets": 16, "replies": 5, "views": 22443, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2043630321736851477", "handle": "SubQueryNetwork", "text": "We\u2019ve published our full post-mortem on the recent security incident.\n\nThe investigation identified an additional exploit, bringing the total impacted to 359,614,732 SQT.\n\nNo private keys were compromised. Fixes are live, and all affected users will be fully compensated.\n\nFull details + recovery plan \u2193\nhttps://t.co/Hf4f5oI2Y1", "created_at": "2026-04-13T07:00:12-03:00", "likes": 70, "retweets": 15, "replies": 19, "views": 13784, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2043615298293567873", "handle": "HermesSubnet", "text": "Why we chose Bittensor for Hermes (especially right now)\n\nA bit over 1 year ago, our founder was at a @DCGco event discussing the promise of AI with a DCG tem member and one problem kept coming up:\n\nHow do you actually make AI work with blockchain data in a way that\u2019s performant and cost effective?\n\nAt the time, we didn\u2019t have a real answer.\n\nBut the DCG team member pointed us toward @opentensor. The idea that you could coordinate miners and validators to compete on solving data problems, and reward them at the protocol level, immediately clicked.\n\nWe were then introduced to the @Yumagroup team, who believed early and helped incubate Hermes via a subnet.\n\nWhat we\u2019re building now (the Hermes subnet and Hermes Pilot) depends on these mechanics. Open competition and continuous evaluation. You don\u2019t get that on a closed server, and you can\u2019t fake it with a traditional setup.\n\nIt hasn\u2019t been easy.\n\nWe launched without a 4-month immunity window (taking over a pre-purchased subnet), which meant we\u2019ve been under pressure from day one to perform and avoid deregistration while still figuring things out.\n\nBut one thing that has stood out is the community.\n\nWe\u2019d heard Bittensor had a strong builder culture, but experiencing it firsthand is different. The feedback and the constant push.. it\u2019s actively shaped our thinking and product direction.\n\nFor what we\u2019re trying to do, coordinating intelligence around real-world data problems in an open market, there isn\u2019t really another place to do it.\n\nThat\u2019s why we chose Bittensor. And why we\u2019d choose it again.", "created_at": "2026-04-13T06:00:30-03:00", "likes": 129, "retweets": 26, "replies": 7, "views": 22853, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2043472807598944643", "handle": "HermesSubnet", "text": "RT @VenturaLabs: Ep. 87 - Daniel Vulinovich\n\nDaniel is building Hermes @HermesSubnet \n\nTimestamps\n1:10 - Introduction\n1:59 - Why AI Agents\u2026", "created_at": "2026-04-12T20:34:17-03:00", "likes": 9, "retweets": 2, "replies": 2, "views": 1117, "is_retweet": false, "is_reply": false, "media_type": null } ] }