{"id":69143,"date":"2026-03-04T16:05:18","date_gmt":"2026-03-04T16:05:18","guid":{"rendered":"https:\/\/crowdfundjunction.com\/blog\/byreal-launches-first-ai-copy-farming-skillset-for-solana-dex-agents\/"},"modified":"2026-03-04T16:05:18","modified_gmt":"2026-03-04T16:05:18","slug":"byreal-launches-first-ai-copy-farming-skillset-for-solana-dex-agents","status":"publish","type":"post","link":"https:\/\/crowdfundjunction.com\/blog\/byreal-launches-first-ai-copy-farming-skillset-for-solana-dex-agents\/","title":{"rendered":"Byreal launches first AI copy farming skillset for Solana DEX agents"},"content":{"rendered":"<p><b>(Originally posted on : CoinJournal: Latest Crypto News, Altcoin News and Cryptocurrency Comparison )<\/b><br \/>\n<\/p>\n<div>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Key highlights:<\/p>\n<ul class=\"marker:text-quiet list-disc\">\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Byreal CLI enables AI agent trading, farming on Solana DEX<\/p>\n<\/li>\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Copy Farmer auto-replicates top LP strategies with risk preview<\/p>\n<\/li>\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Agent skills include pool analysis, swaps, CLMM management<\/p>\n<\/li>\n<\/ul>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Byreal unveiled its first AI agent skillset Tuesday, launching an open-source CLI designed specifically for autonomous economic actors on its Solana-based decentralised exchange.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">The move marks one of the earliest attempts to build DeFi infrastructure natively for machine users rather than just human traders.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">The CLI, published as an Openclaw skill, allows AI agents to execute swaps, analyse liquidity pools, manage concentrated liquidity positions and replicate top-performing farming strategies \u2014 all without human intervention.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Byreal founder Emily Bao framed the release as a structural pivot: \u201cByreal is now building for agents. We believe agents will become autonomous economic actors.\u201d<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Agent-native farming debuts with Copy Farmer<\/strong><\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">At the core of the launch is Copy Farmer, Byreal\u2019s liquidity replication system that lets agents scan top liquidity providers, evaluate APRs, volatility and range positioning, then automatically mirror those strategies. Users \u2014 or agents \u2014 can preview positions before capital deployment, addressing a key risk in automated yield farming.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">The CLI architecture rests on three principles:<\/p>\n<ul class=\"marker:text-quiet list-disc\">\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Deterministic execution to eliminate AI hallucination risks<\/p>\n<\/li>\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Constraint-based skills that convert intent into bounded actions<\/p>\n<\/li>\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Machine-readable documentation parsed directly by models<\/p>\n<\/li>\n<\/ul>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Additional skills cover pool analysis (APR modelling, risk scoring), swap execution (AMM + RFQ routing), CLMM position management (tick alignment, fee claiming) and token discovery.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">This stack extends beyond trading automation into capital formation \u2014 a shift Bao called essential for agent economics.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Machine-first protocols challenge DeFi UX norms<\/strong><\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Traditional DEXes prioritise human\u2011facing interfaces: slick UIs, mobile apps and educational content. Byreal flips this model, treating agents as first\u2011class users requiring identity, wallet control and permissionless execution.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">\u201cCrypto uniquely provides all three,\u201d Bao said. \u201cTrading is only half the system \u2014 capital formation and yield deployment matter just as much.\u201d<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">The release coincides with growing AI agent hype in crypto, but Byreal differentiates by embedding structured farming directly into the conversational layer.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Most agent projects focus on high-frequency trading; Byreal targets LP optimisation \u2014 historically 60\u201370% of DeFi TVL but underserved by automation.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Solana\u2019s speed meets agent scale<\/strong><\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Solana\u2019s sub\u2011second finality and parallel execution make it ideal for agent workloads, where latency compounds across thousands of micro\u2011decisions.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Byreal\u2019s deterministic CLI ensures capital deployment logic stays separate from natural language processing, minimising protocol\u2011level risks.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">The agent\u2011native thesis rests on volume projections: protocols optimised for machines today capture tomorrow\u2019s routing layer as agent adoption scales.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Early DEXes like Uniswap prioritised human UX; Byreal bets the next era belongs to machine economics.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Industry observers see parallels to high\u2011frequency trading\u2019s dominance of TradFi liquidity. If agents claim even 10% of DeFi volume, agent\u2011native infrastructure becomes table stakes.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Byreal\u2019s open\u2011source CLI lowers barriers for developers building the agent economy.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">KuCoin\u2019s recent PoR leadership underscores transparency demands even as innovation accelerates. Byreal\u2019s launch arrives amid Solana\u2019s derivatives surge, where agent\u2011driven yield could unlock new capital inflows.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">For protocols, the challenge shifts from user acquisition to machine onboarding. Byreal positions itself at this inflection: not just a DEX, but agent infrastructure.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Whether machines eclipse humans remains speculative, but the CLI proves crypto can speak their language.<\/p>\n<\/div>\n<p><a href=\"https:\/\/coinjournal.net\/news\/byreal-launches-first-ai-copy-farming-skillset-for-solana-dex-agents\/\">Source link <\/a><br \/>\n<br \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>(Originally posted on : CoinJournal: Latest Crypto News, Altcoin News and Cryptocurrency Comparison ) Key highlights: Byreal CLI enables AI agent trading, farming on Solana DEX Copy Farmer auto-replicates top LP strategies with risk preview Agent skills include pool analysis, swaps, CLMM management Byreal unveiled its first AI agent skillset Tuesday, launching an open-source CLI [&hellip;]<\/p>\n","protected":false},"author":39,"featured_media":69144,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"categories":[35],"tags":[],"_links":{"self":[{"href":"https:\/\/crowdfundjunction.com\/blog\/wp-json\/wp\/v2\/posts\/69143"}],"collection":[{"href":"https:\/\/crowdfundjunction.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/crowdfundjunction.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/crowdfundjunction.com\/blog\/wp-json\/wp\/v2\/users\/39"}],"replies":[{"embeddable":true,"href":"https:\/\/crowdfundjunction.com\/blog\/wp-json\/wp\/v2\/comments?post=69143"}],"version-history":[{"count":0,"href":"https:\/\/crowdfundjunction.com\/blog\/wp-json\/wp\/v2\/posts\/69143\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/crowdfundjunction.com\/blog\/wp-json\/wp\/v2\/media\/69144"}],"wp:attachment":[{"href":"https:\/\/crowdfundjunction.com\/blog\/wp-json\/wp\/v2\/media?parent=69143"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/crowdfundjunction.com\/blog\/wp-json\/wp\/v2\/categories?post=69143"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/crowdfundjunction.com\/blog\/wp-json\/wp\/v2\/tags?post=69143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}