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Source channel @githubtrending · Post #15101 · Aug 29
#typescript#agentic_ai#agentic_workflow#agents#ai#approval_process#escalation_policy#function_calling#human_as_tool#human_in_the_loop#humanlayer#llm#llms HumanLayer helps you safely use AI agents to automate important tasks by ensuring a human always reviews high-risk actions, like sending emails or changing private data. This is crucial because AI can make mistakes or create wrong outputs, and some tasks are too sensitive to trust AI alone. HumanLayer’s tools guarantee human oversight in these cases, so you get the benefits of AI automation without risking errors in critical work. This makes AI more reliable and useful for automating complex workflows while keeping control and safety in your hands. https://github.com/humanlayer/humanlayer
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@abmedia_news · Post #24218 · 04/29/2026, 08:30 AM
【🔗 DeFi｜Polymarket 升級完工：新交易引擎上線、$1M 流動性獎勵】 #CLOB#Polymarket#pUSD Polymarket 於 4 月 28 日交付交易所改造核心，啟用升級版合約。 官方分階段發放 100 萬美元獎勵，將抵押品由 USDC.e 切換至 pUSD。雖然新架構已投入運作，但做市商在獎勵期後的留存深度仍待觀察。 📍閱讀全文： https://abmedia.io/polymarket-clob-v2-upgrade-complete-trading-engine-liquidity-rewards-2026-04-28 📍 訂閱鏈新聞頻道：https://linktr.ee/abmedia.io
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@CryptoM · Post #65093 · 04/11/2026, 12:26 AM
🚀 Polymarket to Upgrade Protocol and Launch pUSD Token on Polygon Polymarket has announced plans to enhance its protocol and introduce pUSD, an ERC-20 collateral token on the Polygon network, fully backed by USDC. According to NS3.AI, the upgrade aims to lower gas costs and minimize failed trades. The platform intends to open-source the smart contracts next week and will initiate a bug bounty program to ensure security and reliability. #Polymarket#Upgrade#Protocol#pUSD#ERC20#CollateralToken#Polygon#USDC#GasCosts#FailedTrades#OpenSource#SmartContracts#BugBounty#Security#Reliability