{
  "netuid": 65,
  "slug": "tao-private-network",
  "name": "TAO Private Network",
  "symbol": "\u0635",
  "description": "Developer-friendly Decentralised VPN infrastructure.",
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  "activeMiners": 12,
  "activeValidators": 12,
  "emissionPct": 0.005808733651104811,
  "emissionPerDayTao": 1.0,
  "registrationCost": 37.274536408,
  "pruningRank": 66,
  "immunityRemaining": 4840,
  "sentiment": "Neutral",
  "githubRepo": "https://github.com/taofu-labs/tpn-subnet",
  "subnetUrl": "https://tpn.taofu.xyz/",
  "scorecard": {
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      "label": "weak",
      "score": 38,
      "reasons": [
        {
          "tone": "neutral",
          "label": "Stars",
          "value": "11",
          "weight": null
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        {
          "tone": "positive",
          "label": "Contributors",
          "value": "36",
          "weight": null
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        {
          "tone": "neutral",
          "label": "24h volume",
          "value": "$35,253",
          "weight": null
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        {
          "tone": "neutral",
          "label": "Validators",
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        {
          "tone": "neutral",
          "label": "Bus factor",
          "value": "Top contributor: 69%",
          "weight": null
        },
        {
          "tone": "neutral",
          "label": "LLM blend",
          "value": "heuristic=44 \u00d7 0.6 + llm=28 \u00d7 0.4",
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      "label": "strong",
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          "tone": "positive",
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          "weight": null
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          "value": "0",
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        {
          "tone": "positive",
          "label": "Latest push",
          "value": "2026-04-29T13:22:54Z",
          "weight": null
        },
        {
          "tone": "neutral",
          "label": "Momentum",
          "value": "stable (58/30d vs 60/mo avg)",
          "weight": null
        },
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          "tone": "neutral",
          "label": "LLM blend",
          "value": "heuristic=90 \u00d7 0.6 + llm=55 \u00d7 0.4",
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    "updatedAt": "2026-04-29T20:41:08.734738+00:00",
    "confidence": 0.82,
    "usefulness": {
      "label": "watch",
      "score": 43,
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          "tone": "neutral",
          "label": "Durable keywords",
          "value": "0 matched",
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        {
          "tone": "positive",
          "label": "Commodity risk",
          "value": "0 matched",
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        {
          "tone": "neutral",
          "label": "Subnet traction",
          "value": "1/30",
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        {
          "tone": "neutral",
          "label": "LLM blend",
          "value": "heuristic=31 \u00d7 0.6 + llm=62 \u00d7 0.4",
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      "label": "weak",
      "score": 31,
      "reasons": [
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          "tone": "positive",
          "label": "CI",
          "value": "Present",
          "weight": null
        },
        {
          "tone": "negative",
          "label": "Tests",
          "value": "Missing",
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        {
          "tone": "positive",
          "label": "Docs",
          "value": "Basic (600 chars)",
          "weight": null
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        {
          "tone": "negative",
          "label": "Dep mgmt",
          "value": "None",
          "weight": null
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  "masterRating": "C",
  "lastUpdatedAt": "2026-04-29T20:21:48Z",
  "isStale": false,
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  "purpose": {
    "title": "TAO Private Network",
    "source": "llm",
    "confidence": 0.72,
    "shortSummary": "TAO Private Network is a decentralized VPN subnet with a 3-tier architecture (workers, miners, validators) that coordinates geographic VPN coverage on Bittensor. Development is active with 58 commits in the last 30 days and 36 contributors, but code governance is weak \u2014 100% self-merge ratio and zero PR reviews undercut the quality signal. The network remains thin with only 12 active miners and a market cap declining 18.9% over 30 days."
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  "analysis": {
    "risks": [
      "Self-merge ratio of 1.0 with avgReviewsPerPr of 0.0 means every PR was merged without peer review \u2014 zero code review culture is a serious quality and security risk for VPN infrastructure",
      "Network remains very thin: only 12 active miners and 12 validators, $35K 24h volume, and a 30-day price decline of 18.9% with 0 formal releases in 12 months despite active commits"
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    "summary": "TAO Private Network is a decentralized VPN subnet with a 3-tier architecture (workers, miners, validators) that coordinates geographic VPN coverage on Bittensor. Development is active with 58 commits in the last 30 days and 36 contributors, but code governance is weak \u2014 100% self-merge ratio and zero PR reviews undercut the quality signal. The network remains thin with only 12 active miners and a market cap declining 18.9% over 30 days.",
    "provider": "cascade:sonnet",
    "expiresAt": "2026-05-29T20:35:28.208585+00:00",
    "strengths": [
      "Active development cadence: 58 commits in last 30 days and 181 over 90 days shows a stable, consistent shipping pace",
      "36 contributors despite only 11 stars indicates meaningful developer engagement beyond passive observers",
      "CI present and docs maintained; 3-tier architecture (workers/miners/validators) reflects genuine infrastructure design thinking"
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    "updatedAt": "2026-04-29T20:35:28.208585+00:00",
    "durability": "watch",
    "recommendation": "Monitor for 60 days to see if the team establishes PR review practices and grows the active miner count beyond 12; the dVPN use case is real but current network depth and code governance are too weak to justify conviction.",
    "dimensionScores": {
      "adoption": 28,
      "shipSpeed": 55,
      "usefulness": 62,
      "codeQuality": 30
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  "repoCoverageStatus": "covered",
  "image": "https://tpn.taofu.xyz/img/favicon.ico",
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      "repoKind": "primary",
      "provider": "github",
      "owner": "taofu-labs",
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      "isArchived": false,
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      "label": "Website",
      "href": "https://tpn.taofu.xyz/"
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      "handle": "ActuallyMentor",
      "text": "Deplorable. Everyone ignore this. \n\nMaybe bookmark it so you can repeatedly ignore it in fact.",
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      "text": "RT @davidshor: To close out red/blue button discourse, we polled ~14k people and crosstabbed survey responses by 204 commonly used psychome\u2026",
      "created_at": "2026-04-28T05:15:29-03:00",
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      "text": "0 compromises on privacy.\nStart using a VPN that actually respects it.\n\nDownload Whalesurf today, enjoy 7 days for free \n\ud83d\udc0bhttps://t.co/Kmq4xM2mPE",
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      "text": "TPN Dev Update (Apr 12\u201327)\n\nWe shipped major improvements to routing accuracy, network resilience, and observability.\n\nHere\u2019s what changed \ud83d\udc47 https://t.co/2k4SxOn0GP",
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      "handle": "TPN_Labs",
      "text": "A price monitoring platform running 24/7 across 50,000 SKUs is spending more on proxy bandwidth than on engineering salaries.\n\nWe help such companies decrease their costs while increasing their overall success rate.",
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      "text": "RT @SkaleNetwork: The grind doesn\u2019t stop! \n\nJoin us for another Developer Showcase for live demos, real products, and the teams pushing for\u2026",
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      "text": "If your business sells data, monitors markets, verifies ads, or runs AI agents, you have a proxy bill.\n\nThat bill is probably $500 to $5,000/month with a legacy provider.\n\nTPN cuts that by up to 90% with better IPs, distributed infrastructure, and no middleman\ud83d\udc40",
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      "handle": "ActuallyMentor",
      "text": "Hey @urbansportsclub, please make a cancellation reason mandatory for cancelled bookings. \n\nIt's very frustrating to get a last minute cancellation and not know why. \n\nThis is my first booking EVER on your platform and my first experience sucks. https://t.co/YF1BnBB3uI",
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      "text": "RT @SkaleNetwork: @TPN_Labs Big unlock for agentic devs!\n\nAgents don\u2019t just need compute, they need access.",
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      "handle": "TPN_Labs",
      "text": "TPN x @SkaleNetwork \n\nWe are happy to announce a great partnership that will bring our infrastructure to thousands of agents and developers.\n\nAI agents (& other entities) building on SKALE can now tap into TPN infrastructure and pay for private internet connections, autonomously, per request, with zero gas fees.\n\nAgents can browse the internet autonomously, without getting blocked, paid for by the agent itself.\n\n\u201cAgent x Proxy is a match made in heaven\u201d",
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      "handle": "TPN_Labs",
      "text": "https://t.co/ywJYICun6t",
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      "handle": "ActuallyMentor",
      "text": "The comments on this are so funny. \n\nThey pulled the \"raise the price and then give a discount next week\" bullshit.\n\nAnd every developer knows it. \n\nThe amount of trust they lost with this is, eh, Mythic.",
      "created_at": "2026-04-16T13:33:24-03:00",
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      "handle": "ActuallyMentor",
      "text": "Claude code stopped using my custom instructions this week. Opus 4.6/high. \n\nDownright stopped doing the post work checklists I defined in my *.md files.",
      "created_at": "2026-04-15T12:44:28-03:00",
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      "handle": "ActuallyMentor",
      "text": "RT @cyb3rops: Too dangerous to release. Safe enough to market. #Anthropic https://t.co/oGFaFJArao",
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      "tweet_id": "2044328706248769813",
      "handle": "ActuallyMentor",
      "text": "This is what you get when the average age of your politicians firmly post boomer. \n\nIdiocy with consequences.",
      "created_at": "2026-04-15T05:15:20-03:00",
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      "handle": "ActuallyMentor",
      "text": "RT @theo: Spain's egregious Cloudflare blocks are breaking Docker now \ud83d\udc80 https://t.co/hGgQVIApkS",
      "created_at": "2026-04-14T04:22:34-03:00",
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      "text": "RT @travelbai: TAO\u751f\u6001\u9ad8\u6f5c\u529balpha\uff1aSN65 TPN\n\nConst\u5728\u573a\u5916\u7528301\u4e2aTAO\uff0c\u4e70\u4e8667500\u4e2aSN65 alpha\u4ee3\u5e01\u3002\u6b64\u524d\uff0c Const \u4e5f\u4e0d\u6b62\u4e00\u6b21\u516c\u5f00\u8c08\u8bbaSN65\u3002\n\n\u4f5c\u4e3a\u751f\u6001\u7684\u6838\u5fc3\u4eba\u7269\uff0cConst\u53cd\u590d\u63d0\u4e00\u4e2a\u5b50\u7f51\u80af\u5b9a\u662f\u503c\u5f97\u6211\u4eec\u53bb\u5173\u6ce8\u7684\u3002\u4e8e\u662f\u2026",
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      "handle": "TPN_Labs",
      "text": "Agents on one of the fastest growing agentic blockchain ecosystems are about to get access to TPN's proxy infrastructure.\n\nFull announcement coming soon. https://t.co/3V6bSkNWYt",
      "created_at": "2026-04-13T14:55:17-03:00",
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      "handle": "ActuallyMentor",
      "text": "RT @HillelNeuer: Is your flag listed below?\n\ud83c\uddec\ud83c\udde7\ud83c\uddea\ud83c\uddf8\ud83c\udde8\ud83c\udde6\ud83c\uddeb\ud83c\uddf7\ud83c\udde9\ud83c\uddea\ud83c\uddf3\ud83c\uddf4\ud83c\uddf3\ud83c\uddf1\ud83c\udde6\ud83c\uddfa\ud83c\udde8\ud83c\udded\ud83c\udde6\ud83c\uddf9\ud83c\uddeb\ud83c\uddee\n\nIf yes, it means your government joined in the nomination of Iran to a\u2026",
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      "text": "RT @0xDutchmikel: The Covenant AI exit (SN3, 39, 81) isn't a funeral; it\u2019s a stress test.\n\nAntifragility means gaining from disorder. Every\u2026",
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