[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$fu8DHbSnoioC6Rg2YhTNmT1UIdEmvF240sDT9P3q7r6A":3},{"locale":4,"topic":5,"relatedTrends":91},"fr",{"topic":6,"slug":7,"canonicalSlug":7,"topicAliases":8,"nicheKey":10,"nicheName":11,"nicheNameEn":11,"nicheIcon":12,"country":13,"countries":14,"agentKey":15,"score":16,"type":17,"isFresh":18,"isPublic":19,"detectedAt":20,"sources":21,"evidence":83,"article":87},"Anthropic Claude agent harnesses for long-horizon tasks","anthropic-claude-agent-harnesses-for-long-horizon-tasks",[9],"Anthropic Claude agents performing long-horizon AI tasks","ai-engineering","AI Engineering & LLM Ops","⚙️","FR",[13],"ai-engineering-FR",100,"spiking",false,true,"2026-07-18T14:06:03.243Z",[22,28,34,39,44,49,54,59,63,68,73,78],{"title":23,"url":24,"domain":25,"snippet":26,"content":27},"Anthropic's Claude Tackles Long-Horizon AI Tasks","https:\u002F\u002Fwww.startuphub.ai\u002Fai-news\u002Fai-research\u002F2026\u002Fanthropic-s-claude-tackles-long-horizon-ai-tasks","startuphub.ai","Anthropic's Lance Martin discusses building agent harnesses for Claude to reliably perform complex, long-horizon AI tasks.","*    !StartupHub.ai — AI Ecosystem Hub](https:\u002F\u002Fwww.startuphub.ai\u002F)\n\nDiscover\n\n*   \n*   \n*   \n*   \n*   Browse \n*   \n*   \n*   \n*   \n\nIntelligence\n\n*   \n*   \n*   Claude's Corner](https:\u002F\u002Fwww.startuphub.ai\u002Fclaudes-corner)\n*   Claude's Trades](https:\u002F\u002Fwww.startuphub.ai\u002Ftrader-claudes)\n*   !Agentic Arbitrage NEW](https:\u002F\u002Fwww.startuphub.ai\u002Farbitrage)\n\nTools\n\n*   \n*   \n*   \n*   \n*   \n*   \n*   \n*   \n*   \n*   \n*   \n*   [Deep Intelligence NEW](https:\u002F\u002Fwww.startuphub.\n\n[Content truncated...]",{"title":29,"url":30,"domain":31,"snippet":32,"content":33},"Mistral Vibe for Code vs Claude Code vs Cursor vs Codex: Four Agents Scored on One Scaffold-to-PR Task","https:\u002F\u002Fwww.marktechpost.com\u002F2026\u002F07\u002F14\u002Fmistral-vibe-for-code-vs-claude-code-vs-cursor-vs-codex-four-agents-scored-on-one-scaffold-to-pr-task\u002F","marktechpost.com","Marktechpost scored Mistral Vibe for Code, Claude Code, Cursor, and OpenAI Codex on one real scaffold-to-pull-request engineering task.",null,{"title":35,"url":36,"domain":37,"snippet":38,"content":33},"Reward Hacking in Agents — Daniel Han, Unsloth｜AI Engineer","https:\u002F\u002Ffinance.biggo.com\u002Fpodcast\u002F6e011d63f544701b","finance.biggo.com","Daniel Han of Unsloth — one of the largest open-source model distributors on Hugging Face, with over 300 million total downloads and a top-10 organizationa.",{"title":40,"url":41,"domain":42,"snippet":43,"content":33},"LLM Pricing: Top 15+ Providers Compared","https:\u002F\u002Faimultiple.com\u002Fllm-pricing","aimultiple.com","There are two ways to pay for an LLM: subscription plans from the major providers, or a pay-as-you-go API model billed by token usage.",{"title":45,"url":46,"domain":47,"snippet":48,"content":33},"Fable 5 Free Through July 19: Anthropic Blinks Again as Opus 5 Leak Surfaces in Cursor","https:\u002F\u002Fwww.techtimes.com\u002Farticles\u002F320265\u002F20260712\u002Ffable-5-free-through-july-19-anthropic-blinks-again-opus-5-leak-surfaces-cursor.htm","techtimes.com","Claude Fable 5 free access on paid plans extended through July 19, 2026 — Anthropic's third reprieve in five weeks — as an unreleased Honeycomb EAP model...",{"title":50,"url":51,"domain":52,"snippet":53,"content":33},"Why AI Researchers Are Teaching Chatbots To Manage Their Own Memories","https:\u002F\u002Fes.tradingview.com\u002Fnews\u002Fstocktwits:6ede2bbeb094b:0-why-ai-researchers-are-teaching-chatbots-to-manage-their-own-memories\u002F","es.tradingview.com","Despite taking different approaches, both papers report substantial gains on long-horizon benchmarks by allowing agents to actively manage their own...",{"title":55,"url":56,"domain":57,"snippet":58,"content":33},"1Password for Claude Lets Agents Log In Without Seeing Your Secrets","https:\u002F\u002Ftechmymoney.com\u002F2026\u002F07\u002F16\u002F1password-for-claude-lets-agents-log-in-without-seeing-your-secrets\u002F","techmymoney.com","1Password for Claude is live on Mac. Claude uses vault logins without secrets entering the model, and Agentic Mode locks the vault.",{"title":60,"url":61,"domain":31,"snippet":62,"content":33},"Anthropic Claude Sonnet 5 vs Sonnet 4.6 vs Opus 4.8: Agentic Coding Benchmarks, API Pricing, and Cost-Performance Tradeoffs Compared","https:\u002F\u002Fwww.marktechpost.com\u002F2026\u002F07\u002F13\u002Fanthropic-claude-sonnet-5-vs-sonnet-4-6-vs-opus-4-8-agentic-coding-benchmarks-api-pricing-and-cost-performance-tradeoffs-compared\u002F","Claude Sonnet 5 brings agentic coding near Opus 4.8 at lower Sonnet pricing, with benchmarks and API details.",{"title":64,"url":65,"domain":66,"snippet":67,"content":33},"Claude Platform Orchestration: New AI Model Coordination","https:\u002F\u002Fen.cryptonomist.ch\u002F2026\u002F07\u002F18\u002Fclaude-platform-orchestration\u002F","en.cryptonomist.ch","Anthropic is rethinking how developers should deploy AI models — not as isolated tools, but as coordinated systems where each model plays a specific role.",{"title":69,"url":70,"domain":71,"snippet":72,"content":33},"One Database for the Whole LangChain Ecosystem: Memory, Persistence, and Deep Agents on Oracle AI Database","https:\u002F\u002Fblogs.oracle.com\u002Fdevelopers\u002Fone-database-for-the-whole-langchain-ecosystem-memory-persistence-and-deep-agents-on-oracle-ai-database","blogs.oracle.com","Build LangChain and LangGraph applications with Oracle AI Database as a unified persistence layer for vector search, semantic caching, chat history,...",{"title":74,"url":75,"domain":76,"snippet":77,"content":33},"Zhipu AI’s Fear of Following MiniMax: Key Challenges & Growth Risks in China’s Generative AI Industry","https:\u002F\u002Feu.36kr.com\u002Fen\u002Fp\u002F3891869353294465","eu.36kr.com","Tang Jie is not just drafting an internal letter—he is redefining Zhipu's strategic positioning, core value propositions and market operational frameworks...",{"title":79,"url":80,"domain":81,"snippet":82,"content":33},"AI Week in Review 26.07.18","https:\u002F\u002Fpatmcguinness.substack.com\u002Fp\u002Fai-week-in-review-260718","patmcguinness.substack.com","Kimi K3, Thinking Machines' Inkling, Claude Code browser, Bonsai 27B, Grok Build open-sourced, Siri AI rolled out, Google Vids update with Omni,...",{"mentionsLast7Days":84,"mentionsLast30Days":84,"firstSeen":20,"lastSeen":85,"relatedEntities":86},2,"2026-07-19T00:04:15.506Z",[24,30,36,41,46],{"slug":88,"title":89,"matchScore":90},"harness-claude-pour-agents-longue-duree-architecture-et-bonnes-pratiques","Harness Claude pour agents longue durée : architecture et bonnes pratiques",1,[92,95,98,101,104,107],{"topic":93,"slug":94,"score":16,"type":17,"country":13,"nicheIcon":12},"The six-layer AI agents stack architecture for production agents","the-six-layer-ai-agents-stack-architecture-for-production-agents",{"topic":96,"slug":97,"score":16,"type":17,"country":13,"nicheIcon":12},"SAP Joule Studio AI agents integration across enterprise systems","sap-joule-studio-ai-agents-integration-across-enterprise-systems",{"topic":99,"slug":100,"score":16,"type":17,"country":13,"nicheIcon":12},"Logistics AI use cases optimizing operations and reducing costs","logistics-ai-use-cases-optimizing-operations-and-reducing-costs",{"topic":102,"slug":103,"score":16,"type":17,"country":13,"nicheIcon":12},"Three levels of agent loop architecture for engineer workflows","three-levels-of-agent-loop-architecture-for-engineer-workflows",{"topic":105,"slug":106,"score":16,"type":17,"country":13,"nicheIcon":12},"Logistics AI use cases improving operations and reducing costs","logistics-ai-use-cases-improving-operations-and-reducing-costs",{"topic":108,"slug":109,"score":16,"type":17,"country":13,"nicheIcon":12},"Six-layer AI agents stack between LLMs and production agents","six-layer-ai-agents-stack-between-llms-and-production-agents"]