[{"data":1,"prerenderedAt":489},["ShallowReactive",2],{"blog:en":3,"blog:en:\u002Fblog\u002Fadvanced-bot-detection-for-solana":237},[4,14,22,29,36,43,50,56,63,69,77,82,88,95,102,109,116,124,130,138,144,150,156,161,167,173,179,185,191,197,203,210,217,224,231],{"path":5,"title":6,"description":7,"date":8,"author":9,"icon":10,"product":11,"label":12,"cover":13,"coverAlt":13},"\u002Fblog\u002Fintroducing-duel","Introducing Duel","Every launch is a perpetual duel: two opposing tokens, one split, a round every four hours. Duel opens on Robinhood Chain on October 5.","2026-10-01","Xolandar","Swords","duel","Announcement",null,{"path":15,"title":16,"description":17,"date":18,"author":9,"icon":19,"product":20,"label":21,"cover":13,"coverAlt":13},"\u002Fblog\u002Frobinhood-chain-support","Robinhood Chain Support Is Live","DIVINE now screens Robinhood Chain in real time: full Aegis risk analysis, Jesus & Lucifer signals, and Live Activity — the first chain beyond Solana since the March 2026 refactor","2026-09-04","Link","screener","New chain",{"path":23,"title":24,"description":25,"date":26,"author":9,"icon":27,"product":20,"label":28,"cover":13,"coverAlt":13},"\u002Fblog\u002Ffive-pass-hardening-campaign","The Five-Pass Hardening Campaign: Aegis Detection & Signal Delivery","Five adversarial audit passes in three days: hardened coordination detection, bulletproof signal delivery, and a faster, cheaper scan pipeline","2026-06-12","Shield","Aegis & platform hardening update",{"path":30,"title":31,"description":32,"date":33,"author":9,"icon":34,"product":20,"label":35,"cover":13,"coverAlt":13},"\u002Fblog\u002Fholder-coordination-analysis-live","Holder Coordination Analysis Is Now Live","Aegis now detects coordinated top-holder groups in production across Divine scans","2026-03-11","Network","Aegis security update",{"path":37,"title":38,"description":39,"date":40,"author":9,"icon":41,"product":20,"label":42,"cover":13,"coverAlt":13},"\u002Fblog\u002Fdivine-core-refactor-solana-only","DIVINE Core Refactor: Solana-Only Runtime, Solscan Return, and Hardened Deploys","Major March 2026 internal refactor: Solana-only runtime, Solscan-first data, and hardened image-based deploys","2026-03-10","Wrench","Platform & infrastructure update",{"path":44,"title":45,"description":46,"date":47,"author":9,"icon":48,"product":20,"label":49,"cover":13,"coverAlt":13},"\u002Fblog\u002Fsmol-follow-up-micro-cap-filter-pass","Smol Follow-Up: Tighter Micro-Cap Filters & Solana-Only Scanner","Follow-up filter pass narrows both Jesus and Lucifer into a tighter micro-cap range","2026-01-15","Funnel","Filter update",{"path":51,"title":52,"description":53,"date":54,"author":9,"icon":55,"product":20,"label":49,"cover":13,"coverAlt":13},"\u002Fblog\u002Fsmol-announcement-market-cap-tightening","Smol Announcement: Stability Fixes & Jesus Market Cap Tightening","Stability fixes plus a tighter Jesus market-cap ceiling","2026-01-14","SlidersHorizontal",{"path":57,"title":58,"description":59,"date":60,"author":9,"icon":61,"product":20,"label":62,"cover":13,"coverAlt":13},"\u002Fblog\u002Flive-activity","Live Activity Is Now Live","Live Activity now refreshes verified signals with real-time market data and wallet hold status","2025-12-24","Zap","New feature",{"path":64,"title":65,"description":66,"date":67,"author":9,"icon":68,"product":20,"label":62,"cover":13,"coverAlt":13},"\u002Fblog\u002Fsignificant-wallets-in-signals","Who Pumped? in Jesus Signals","Who Pumped? now shows the top wallets behind each Jesus signal","2025-12-22","Wallet",{"path":70,"title":71,"description":72,"date":73,"author":9,"icon":74,"product":20,"label":12,"cover":75,"coverAlt":76},"\u002Fblog\u002Fdivine-is-now-free","DIVINE Is Now Free","DIVINE is now free for everyone","2025-12-06","Gift","\u002Fblog-assets\u002Fdivine-screener.webp","DIVINE's two bots face to face: an angel on a blue sky, a devil in flames",{"path":78,"title":79,"description":80,"date":73,"author":9,"icon":81,"product":20,"label":13,"cover":13,"coverAlt":13},"\u002Fblog\u002Fdocs-overhaul","Documentation Overhaul","Historical December 6, 2025 announcement of the DIVINE documentation rewrite and clearer technical explanations.","BookText",{"path":83,"title":84,"description":85,"date":86,"author":9,"icon":87,"product":20,"label":13,"cover":75,"coverAlt":76},"\u002Fblog\u002Fdivine-alpha","DIVINE enters Alpha","Historical November 17, 2025 release note describing the Rust-powered DIVINE Alpha and its planned Beta features.","2025-11-17","Rocket",{"path":89,"title":90,"description":91,"date":92,"author":9,"icon":93,"product":20,"label":94,"cover":13,"coverAlt":13},"\u002Fblog\u002Fdivine-2-0-rust-relaunch","DIVINE 2.0: Rust Stack Relaunch (Staging Preview)","Historical October 16, 2025 staging update describing the Rust rebuild and Aegis ahead of the production relaunch.","2025-10-16","Cpu","Platform & security update (staging)",{"path":96,"title":97,"description":98,"date":99,"author":9,"icon":100,"product":20,"label":101,"cover":13,"coverAlt":13},"\u002Fblog\u002Fopenrouter-ai-and-dynamic-wallet-checks","OpenRouter AI Integration & Dynamic Wallet Checks","Historical May 4, 2025 release note covering OpenRouter integration and dynamic wallet checks in the legacy platform.","2025-05-04","Brain","Platform & feature update",{"path":103,"title":104,"description":105,"date":106,"author":9,"icon":107,"product":20,"label":108,"cover":13,"coverAlt":13},"\u002Fblog\u002Fai-analyzer-evm-live","AI Contract Analyzer Now Live on All Supported EVM Chains!","Historical April 17, 2025 announcement of the legacy EVM AI Contract Analyzer, retired in the March 2026 refactor.","2025-04-17","Code","Feature update",{"path":110,"title":111,"description":112,"date":113,"author":9,"icon":114,"product":20,"label":115,"cover":13,"coverAlt":13},"\u002Fblog\u002Fplatform-updates-and-fixes","Major Scan Update & Platform Fixes","Historical April 16, 2025 release note covering scan-window changes, platform fixes and signal presentation.","2025-04-16","RefreshCw","Platform update & fixes",{"path":117,"title":118,"description":119,"date":120,"author":9,"icon":121,"product":20,"label":62,"cover":122,"coverAlt":123},"\u002Fblog\u002Fsignal-roulette","Signal Roulette","Historical April 10, 2025 announcement of Signal Roulette, a sharing feature from the former Premium period.","2025-04-10","Shuffle","\u002Fblog-assets\u002Fsignal-roulette.webp","An angel and a devil spin a roulette wheel marked Premium Signal",{"path":125,"title":126,"description":127,"date":128,"author":9,"icon":129,"product":20,"label":13,"cover":13,"coverAlt":13},"\u002Fblog\u002Fearlier-scans-and-ui-updates","Faster Scans & Enhanced UI: Catching Winners Even Sooner!","Historical April 8, 2025 release note covering earlier token scans and changes to the signal interface.","2025-04-08","Timer",{"path":131,"title":132,"description":133,"date":134,"author":9,"icon":34,"product":20,"label":135,"cover":136,"coverAlt":137},"\u002Fblog\u002Faegis-v2-coordination-analyzer","Unmasking Coordination Networks (Aegis 2.0)","How Aegis 2.0 unmasks the wallet networks behind pump-and-dumps: a Leiden-based analyzer that maps coordination across whole holder bases.","2025-03-29","Research","\u002Fblog-assets\u002Faegis-coordination-networks.webp","Red shards converging on a burst of light",{"path":139,"title":140,"description":141,"date":142,"author":9,"icon":143,"product":20,"label":13,"cover":13,"coverAlt":13},"\u002Fblog\u002Fsolana-blacklist-and-holders-checker-overhaul","Strategic Breakthrough: DIVINE's Solana Coordination Detection System","Historical March 26, 2025 announcement of coordination analysis and changes to Solana wallet and holder checks.","2025-03-26","FingerprintPattern",{"path":145,"title":146,"description":147,"date":148,"author":9,"icon":74,"product":20,"label":149,"cover":13,"coverAlt":13},"\u002Fblog\u002Ffree-divine-premium-week-for-everyone","Free DIVINE Premium Week For Everyone","Enjoy a full week of DIVINE Premium features at no cost","2025-03-24","Special offer",{"path":151,"title":152,"description":153,"date":154,"author":9,"icon":155,"product":20,"label":13,"cover":13,"coverAlt":13},"\u002Fblog\u002Fenhanced-blacklist-detection-upgrade","Enhanced Blacklist Detection Upgrade","Improved blacklist detection to catch distributed wallet schemes","2025-03-23","ShieldAlert",{"path":157,"title":158,"description":159,"date":154,"author":9,"icon":160,"product":20,"label":13,"cover":13,"coverAlt":13},"\u002Fblog\u002Faddressing-pump-and-dump-detection","Addressing Sophisticated Pump and Dump Bots","Historical March 23, 2025 release note about changes announced for pump-and-dump detection in DIVINE.","TrendingDown",{"path":162,"title":163,"description":164,"date":165,"author":9,"icon":166,"product":20,"label":21,"cover":13,"coverAlt":13},"\u002Fblog\u002Fsonic-chain-support-added","Sonic Chain Support Added","DIVINE adds support for the Sonic blockchain","2025-03-22","Globe",{"path":168,"title":169,"description":170,"date":171,"author":9,"icon":172,"product":20,"label":62,"cover":13,"coverAlt":13},"\u002Fblog\u002Fpumpswap-support-added","PumpSwap DEX Support Added","New exchange support for Pump.Fun's PumpSwap DEX","2025-03-21","ArrowLeftRight",{"path":174,"title":175,"description":176,"date":171,"author":9,"icon":177,"product":20,"label":178,"cover":13,"coverAlt":13},"\u002Fblog\u002Fsystem-optimizations-and-reliability-updates","System Optimizations Update","Key improvements to DIVINE's scanning and notification systems","Gauge","Improvement",{"path":180,"title":181,"description":182,"date":183,"author":9,"icon":184,"product":20,"label":13,"cover":13,"coverAlt":13},"\u002Fblog\u002Fsolscan-integration-and-rugcheck-replacement","Major Platform Update: RugCheck.xyz Removal, Enhanced Security & AI Improvements","Goodbye RugCheck.xyz, hello advanced risk detection and improved AI capabilities","2025-03-07","ShieldCheck",{"path":186,"title":187,"description":188,"date":189,"author":9,"icon":190,"product":20,"label":13,"cover":13,"coverAlt":13},"\u002Fblog\u002Fmajor-platform-update","Major Platform Update: Introducing Complete Documentation","Major improvements to DIVINE's documentation, reliability, and performance","2025-02-26","Book",{"path":192,"title":193,"description":194,"date":195,"author":9,"icon":196,"product":20,"label":62,"cover":13,"coverAlt":13},"\u002Fblog\u002Fai-powered-signals-are-here","AI-Powered Signals Are Here!","Major AI upgrades to DIVINE's signal processing engine","2025-02-21","Sparkles",{"path":198,"title":199,"description":200,"date":201,"author":9,"icon":202,"product":20,"label":62,"cover":13,"coverAlt":13},"\u002Fblog\u002Ftake-profit-alerts-beta","Take Profit Alerts (Beta)","New feature that helps you time your exit strategy","2025-02-18","Target",{"path":204,"title":205,"description":206,"date":207,"author":9,"icon":208,"product":20,"label":209,"cover":13,"coverAlt":13},"\u002Fblog\u002Fui-enhancements-update","UI Enhancements Update","Improved signal presentation and usability","2025-02-14","Palette","User experience",{"path":211,"title":212,"description":213,"date":214,"author":9,"icon":215,"product":20,"label":216,"cover":13,"coverAlt":13},"\u002Fblog\u002Fadvanced-bot-detection-for-solana","Advanced Bot Detection For Solana","Enhanced security for the Solana ecosystem","2025-02-13","Bot","Security enhancement",{"path":218,"title":219,"description":220,"date":221,"author":9,"icon":222,"product":20,"label":223,"cover":13,"coverAlt":13},"\u002Fblog\u002Fraydium-and-pump-fun-token-support-changes","Raydium and Pump Fun Token Support Changes","Updates to protocol handling for Solana signals","2025-02-12","Layers","Protocol update",{"path":225,"title":226,"description":227,"date":228,"author":9,"icon":229,"product":20,"label":230,"cover":13,"coverAlt":13},"\u002Fblog\u002Fenhanced-dyor-on-x-twitter","Enhanced DYOR on X\u002FTwitter","Improved DYOR capabilities with one-click X\u002FTwitter search","2025-02-06","Search","Convenience feature",{"path":232,"title":233,"description":234,"date":235,"author":9,"icon":236,"product":20,"label":13,"cover":13,"coverAlt":13},"\u002Fblog\u002Fpump-fun-unbonded-token-support","Pump Fun Unbonded Token Support","Early access to emerging opportunities with unbonded tokens","2025-01-12","Flame",{"id":238,"title":212,"author":9,"body":239,"cover":13,"coverAlt":13,"date":214,"description":213,"extension":483,"icon":215,"label":216,"meta":484,"navigation":485,"path":211,"product":20,"seo":486,"stem":487,"updated":13,"__hash__":488},"blog\u002Fblog\u002Fadvanced-bot-detection-for-solana.md",{"type":240,"value":241,"toc":473},"minimark",[242,265,274,277,282,285,301,305,308,370,374,382,408,412,415,441,445,448,462,467,470],[243,244,246],"callout",{"type":245},"info",[247,248,249,253,254,259,260,264],"p",{},[250,251,252],"strong",{},"Dated release note."," Features, networks, tiers and thresholds below describe this release. See ",[255,256,258],"a",{"href":257},"\u002Fdocs\u002Fscreener\u002Fresources\u002Fsupported-chains","Supported Chains"," and ",[255,261,263],{"href":262},"\u002Fdocs\u002Fscreener\u002Fresources\u002Ffaq","FAQ"," for the current platform.",[243,266,268],{"type":267},"success",[247,269,270,273],{},[250,271,272],{},"TLDR",": DIVINE's security system now features sophisticated bot detection specifically optimized for the Solana ecosystem, with behavioral analysis and pattern recognition.",[247,275,276],{},"Degens, we've just upgraded our Aegis (formerly DIVINE Anti-Jeet) system with some serious firepower for the Solana ecosystem! Our new Advanced Bot Detection system is now live, bringing next-level protection against manipulation and bot activity that plagues many Solana tokens.",[278,279,281],"h2",{"id":280},"the-bot-problem-on-solana","🤖 The Bot Problem on Solana",[247,283,284],{},"The unique characteristics of the Solana blockchain—lightning-fast transactions, low fees, and high throughput—make it a dream for traders but also create perfect conditions for bots and manipulators:",[286,287,288,292,295,298],"ul",{},[289,290,291],"li",{},"Coordinated bot networks executing perfectly timed trades",[289,293,294],{},"Artificial volume creation through wash trading",[289,296,297],{},"Front-running legitimate trades",[289,299,300],{},"Creating false momentum signals",[278,302,304],{"id":303},"our-solution-behavioral-analysis","🔍 Our Solution: Behavioral Analysis",[247,306,307],{},"Our new detection system goes beyond simple transaction metrics to analyze behavioral patterns:",[309,310,311,341],"tabs",{},[312,313,315],"tab",{"title":314},"Pattern Recognition",[286,316,317,323,329,335],{},[289,318,319,322],{},[250,320,321],{},"Time-Series Analysis",": Detects inhuman reaction times and perfect execution patterns",[289,324,325,328],{},[250,326,327],{},"Transaction Grouping",": Identifies coordinated buying and selling across wallet clusters",[289,330,331,334],{},[250,332,333],{},"Volume Distribution Analysis",": Distinguishes artificial from organic trading volume",[289,336,337,340],{},[250,338,339],{},"Block-Level Inspection",": Examines transaction distribution within blocks to spot manipulation",[312,342,344],{"title":343},"Implementation",[286,345,346,352,358,364],{},[289,347,348,351],{},[250,349,350],{},"Real-Time Processing",": All transactions analyzed within milliseconds",[289,353,354,357],{},[250,355,356],{},"Machine Learning Models",": Trained on historical data of known bot networks",[289,359,360,363],{},[250,361,362],{},"Continuous Learning",": System improves over time as it encounters new manipulation tactics",[289,365,366,369],{},[250,367,368],{},"Chain-Specific Parameters",": Optimized specifically for Solana's unique characteristics",[278,371,373],{"id":372},"️-enhanced-blacklist-integration","🛡️ Enhanced Blacklist Integration",[247,375,376,377,381],{},"The new bot detection system is fully integrated with our existing ",[255,378,380],{"href":379},"\u002Fdocs\u002Fscreener\u002Ftechnology\u002Faegis\u002Fdivine-blacklist","DIVINE Blacklist"," system:",[286,383,384,390,396,402],{},[289,385,386,389],{},[250,387,388],{},"Automatic Flagging",": Identified bot wallets are automatically added to our blacklist",[289,391,392,395],{},[250,393,394],{},"Group Detection",": Related wallets operating in coordination are linked together",[289,397,398,401],{},[250,399,400],{},"Cooldown System",": Temporarily blocks signals involving recently identified bot activity",[289,403,404,407],{},[250,405,406],{},"Pardoning System",": Allows for rehabilitation if behavior normalizes over time",[278,409,411],{"id":410},"initial-results-impressive","🧪 Initial Results: Impressive",[247,413,414],{},"We've been running the system in shadow mode for the past two weeks, and the results are outstanding:",[286,416,417,423,429,435],{},[289,418,419,422],{},[250,420,421],{},"43% Reduction"," in false positive signals",[289,424,425,428],{},[250,426,427],{},"92% Accuracy"," in identifying coordinated bot trading",[289,430,431,434],{},[250,432,433],{},"28% Improvement"," in overall signal quality on Solana",[289,436,437,440],{},[250,438,439],{},"35+ Bot Networks"," already identified and blacklisted",[278,442,444],{"id":443},"what-this-means-for-you","🔮 What This Means For You",[247,446,447],{},"With this upgrade, your DIVINE signals on Solana become significantly more reliable:",[286,449,450,453,456,459],{},[289,451,452],{},"Fewer fake momentum plays making it through our filters",[289,454,455],{},"Better identification of genuine buying interest vs. manipulation",[289,457,458],{},"Higher quality Jesus and Lucifer signals",[289,460,461],{},"Reduced exposure to bot-driven pump-and-dumps",[243,463,464],{"type":245},[247,465,466],{},"This enhancement is automatically enabled for ALL users (Free and Premium) with no action required.",[247,468,469],{},"We're continuing to refine our advanced bot detection systems and will be rolling out similar enhancements for other chains in the coming months. As always, we're obsessed with giving you the edge in this wild market.",[247,471,472],{},"Questions or feedback? Hit up @chatwithdivine on Telegram.",{"title":474,"searchDepth":475,"depth":476,"links":477},"",2,3,[478,479,480,481,482],{"id":280,"depth":475,"text":281},{"id":303,"depth":475,"text":304},{"id":372,"depth":475,"text":373},{"id":410,"depth":475,"text":411},{"id":443,"depth":475,"text":444},"md",{},true,{"title":212,"description":213},"blog\u002Fadvanced-bot-detection-for-solana","h08QEJw33pnwqLkkM_5U6ZbseqvzsOzlRJsO64leRMY",1791231652269]