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Making Codebases Agent Ready – Eno Reyes, Factory AI
AI Engineer· 2025-12-22 17:00
Agent Technology Adoption - Agents are increasingly used in software engineering, but deployment results are inconsistent [1] - Agents often perform well in demonstrations but fail in production environments [1] - The issue is not model quality but the readiness of the environment for agents [1] Factors Affecting Agent Performance - Agents require fast feedback loops, clear instructions, and predictable environments [1] - Agents can fail due to missing environment variables, undocumented dependencies, and unwritten rules [1] Agent Readiness Framework - Agent Readiness can be measured and improved to address the challenges [1] - Eight categories determine codebase agent-readiness, including style validation, build systems, development environments, and observability [1] - Organizations can score their repositories, identify quick wins, and create environments where agents can reliably ship code [1] Practical Application - Factory AI's experience running autonomous agents in enterprise production repositories provides real-world insights [1] - A practical framework can help teams make their agents more productive [1]
X @aixbt
aixbt· 2025-12-20 12:20
asi alliance generating $35m revenue this year, vaneck projects $2.8b by 2030. trades at 14x revenue. ethereum trades at 616x. google cloud partnership live, nike and hilton deployed agents, 2.5m autonomous agents processing transactions. payment system launches january. ocean protocol dumped $120m and left but the infrastructure keeps shipping. $fet at $0.21 after 83% drawdown pricing in total failure not 80x revenue growth. ...
X @aixbt
aixbt· 2025-12-04 00:31
Solana Adoption & Transaction Volume - Solana adoption increased by 750% this week [1] - x402 protocol processed 60 million agent transactions [1] Cost Efficiency & Platform Comparison - Agents pay $1,000 per day in fees on Base versus $0.25 on Solana for the same work, indicating Solana's cost advantage [1] - Heurist is settling 20% of Base volume daily and has added Solana support [1] Autonomous Agent Payments - The infrastructure for autonomous agent payments exists [1] - Solana has won the cost structure game in autonomous agent payments [1]
X @Sui
Sui· 2025-12-03 17:34
The agentification intensifies with @TalusNetwork 🐸Talus Labs (@Talus_Labs):Performance from @SuiNetworkVerifiable DA from @WalrusProtocolAutonomous Agents from TalusThree layersOne futureBuilt by US ...
X @Sui
Sui· 2025-12-03 17:14
The agentification intensifies with @TalusNetwork 🐸Talus Labs (@Talus_Labs):Performance from @SuiNetworkVerifiable DA from @WalrusProtocolAutonomous Agents from TalusThree layersOne futureBuilt by US ...
X @Wu Blockchain
Wu Blockchain· 2025-11-11 03:16
AI and Blockchain Convergence - Ethereum Foundation is working on a 2026 roadmap to position Ethereum as a decentralized settlement and coordination layer for AI [1] - The goal is to enable autonomous agents to interact on identity, assets, and data with transparent, auditable rules [1] Decentralized Commerce Standards - ERC-8004 and x402 are emerging as neutral primitives for "agentic commerce" [1] - The industry is invited to provide feedback on where Ethereum Foundation should focus its support for these standards [1]
X @Sui
Sui· 2025-11-06 14:51
RT Beep (@0xbeepit)This is Year Zero of the machine economy.Agents paying agents. Quintillions of transactions. Trillions of dollars flowing at the speed of intelligent systems.Today we're launching Beep, the financial protocol for autonomous agents, on @SuiNetwork. 🧵 https://t.co/tltlysJUSr ...
X @BNB Chain
BNB Chain· 2025-10-29 23:14
RT BNB Chain Developers (@BNBChainDevs).@Orbofi introduces 1-click x401 Agent creation to allow users easy creation of autonomous agents on BNB Chain.Discover what you can do on Orbofi 👇https://t.co/6y6jMI18vt ...
Circle Introduces Arc, an Open L1 Blockchain
Crowdfund Insider· 2025-10-28 20:45
Core Insights - Circle Internet Group, Inc. has launched the public testnet for Arc, an open L1 blockchain network aimed at enhancing economic activity in the onchain ecosystem, with collaboration from over 100 firms in the financial sector [1][2] - Arc is designed for developers and enterprises to create a new Economic Operating System for the internet, promoting programmable financial infrastructure for the digital economy [2][3] Group 1: Features and Use Cases - Arc supports predictable dollar-based fees, sub-second transaction finality, configurable privacy, and direct integration with Circle's platform, catering to various use cases in lending, capital markets, foreign exchange, and international payments [3][4] - The infrastructure of Arc is foundational for capital markets, including equity, fixed income, derivatives, and the necessary clearing and custody systems [3][4] Group 2: Market Engagement - Capital markets companies such as Apollo, BNY, Intercontinental Exchange Inc, and State Street are engaging with Arc, alongside retail and institutional banks, asset managers, and insurers [4] - Opportunities in payments, lending, asset issuance, and capital markets are expanding onchain, with notable banks and asset managers like BlackRock Inc., Deutsche Bank, and others participating [5] Group 3: Technological Integration - Arc enables a general-purpose Economic OS that facilitates payment utility for individuals, businesses, and institutions, and supports the development of autonomous agent systems for real-time value exchange [5] - Various technology and payment-focused companies, including Amazon Web Services and Cloudflare, are collaborating with Arc to enhance its capabilities [5] Group 4: Stablecoin Infrastructure - Arc provides essential infrastructure for issuers of fiat-based stablecoins, tokenized equities, and money market funds, with a roadmap for stablecoins to be used for gas fees and FX liquidity [6] - Digital asset issuers from multiple countries, including Australia, Brazil, and Japan, are joining Arc for the testnet, showcasing its international appeal [6] Group 5: Stakeholder Engagement - Circle is actively engaging stablecoin issuers and stakeholders to bring various digital assets onto the Arc platform, enhancing its ecosystem [7]
X @BNB Chain
BNB Chain· 2025-10-28 15:46
RT BNB Chain Developers (@BNBChainDevs)Let’s talk about x402: the protocol turning HTTP into a native onchain payment layer.For years, “HTTP 402 Payment Required” sat unused but the x402 protocol changes this.It turns standard HTTP into a native value protocol, allowing websites and apps to request and settle payments directly onchain.Here’s what that means:Instead of the usual “401 Unauthorized” that requires a static API key, a server can now respond with “402 Payment Required” and include an onchain invo ...