[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$f4SEufUKyYtuPQs7OmoW02yAQGc-NcLwCsXP5Tdt9Udk":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":87},"Three levels of agent loop architecture for engineer workflows","three-levels-of-agent-loop-architecture-for-engineer-workflows",[9],"Three levels of agent architecture for modern AI agent loops","ai-engineering","AI Engineering & LLM Ops","⚙️","FR",[13],"ai-engineering-FR",100,"spiking",true,false,"2026-06-14T05:05:13.585Z",[22,28,33,38,43,48,53,58,63,68,73,78,82],{"title":23,"url":24,"domain":25,"snippet":26,"content":27},"The Agent Loop Decoded: Three Levels Every Agent Engineer Must Know","https:\u002F\u002Fblogs.oracle.com\u002Fdevelopers\u002Fthe-agent-loop-decoded-three-levels-every-agent-engineer-must-know","blogs.oracle.com","Breaks down the agent loop into three levels—basic tool-calling, memory-aware, and advanced loops—illustrating how agents read, act, observe, and iterate.","*   \n*   \n\nDevelopers Blog\n\nFollow:  \n\n, , \n\nJune 11, 2026 20 minute read\n\n!\n\nChances are you have already run an agent loop today without naming it.\n\nEvery session with a coding companion such as Claude Code, Codex, or Cursor is one: the model reads a request, inspects the repository, edits a file, runs the tests, observes the failures, and edits again until the build passes.\n\nThat cycle of reasoning, acting, and observing the result is the agent loop at work, and it now sits at the centre of nearly every production agent system. **The agent loop is the repeating cycle a harness runs within a single agent turn: assemble context, invoke the model to reason, act on its decision, and go again until a stop condition ends the run.**\n\nThis piece unpacks that loop across three levels of understanding.\n\n*   Level 1 is the minimal loop\n\n[Content truncated...]",{"title":29,"url":30,"domain":31,"snippet":32,"content":32},"The AI Agents Stack (2026 Edition)","https:\u002F\u002Fwww.oreilly.com\u002Fradar\u002Fthe-ai-agents-stack-2026-edition\u002F","oreilly.com",null,{"title":34,"url":35,"domain":36,"snippet":37,"content":32},"Claude Fable 5 and Claude Mythos 5","https:\u002F\u002Fwww.anthropic.com\u002Fnews\u002Fclaude-fable-5-mythos-5","anthropic.com","Today we're launching Claude Fable 5: a Mythos-class model that we've made safe for general use.",{"title":39,"url":40,"domain":41,"snippet":42,"content":32},"Unisound Releases U2: A Native Agentic Large Model Built for Execution, Capable of Autonomously Decomposing and Completing 100+ Steps in Complex Real-World Workflows","https:\u002F\u002Fwww.tradingview.com\u002Fnews\u002Fprnewswire:e017dde791b44:0-unisound-releases-u2-a-native-agentic-large-model-built-for-execution-capable-of-autonomously-decomposing-and-completing-100-steps-in-complex-real-world-workflows\u002F","tradingview.com","HONG KONG, June 7, 2026 \u002FPRNewswire\u002F -- Just now, Unisound officially released U2, its new-generation general-purpose large language model.",{"title":44,"url":45,"domain":46,"snippet":47,"content":32},"How AI Changes the SDLC: A Six-Stage Guide","https:\u002F\u002Fwww.augmentcode.com\u002Fguides\u002Fhow-ai-changes-the-sdlc","augmentcode.com","The agent-native SDLC moves delivery into agent-orchestrated workflows. Specifications guide autonomous agents, while developers spend more time validating,...",{"title":49,"url":50,"domain":51,"snippet":52,"content":32},"Anthropic’s Complete Guide to Claude Skills Building","https:\u002F\u002Fwww.kdnuggets.com\u002Fanthropics-complete-guide-to-claude-skills-building","kdnuggets.com","This guide covers the complete picture: what skills are technically, how to plan and design them, the exact file structure and naming rules, how to write...",{"title":54,"url":55,"domain":56,"snippet":57,"content":32},"VS Code 1.124 Enables Copilot Autopilot by Default: Advanced Mode Caps Autonomous Loops at Three","https:\u002F\u002Fwww.techtimes.com\u002Farticles\u002F318164\u002F20260610\u002Fvs-code-1124-enables-copilot-autopilot-default-advanced-mode-caps-autonomous-loops-three.htm","techtimes.com","VS Code 1.124 ships today with Copilot Autopilot enabled by default — every chat session now starts in autonomous agent mode unless you change settings.",{"title":59,"url":60,"domain":61,"snippet":62,"content":32},"AI transforming software industry by streamlining traditional workflows","https:\u002F\u002Fwww.communicationstoday.co.in\u002Fai-transforming-software-industry-by-streamlining-traditional-workflows\u002F","communicationstoday.co.in","For decades, software development was governed by rigid, linear frameworks. From the traditional Waterfall model's strict sequence of specification docs and...",{"title":64,"url":65,"domain":66,"snippet":67,"content":32},"The Protocol That Cleaned Up Our Agent Architecture","https:\u002F\u002Ftowardsdatascience.com\u002Fthe-protocol-that-cleaned-up-our-agent-architecture\u002F","towardsdatascience.com","A few weeks ago someone from the data team asked whether we could update the database schema which was being populated by one of the tools of our complex...",{"title":69,"url":70,"domain":71,"snippet":72,"content":32},"From Storage to Action: Why Autonomous AI is Forcing a Database Revolution","https:\u002F\u002Ffuturumgroup.com\u002Finsights\u002Ffrom-storage-to-action-why-autonomous-ai-is-forcing-a-database-revolution\u002F","futurumgroup.com","Analyst(s): Brad Shimmin Publication Date: June 11, 2026. Document #: AIOBS202605. As artificial intelligence accelerates from generative assistance to...",{"title":74,"url":75,"domain":76,"snippet":77,"content":32},"Loops are replacing prompts. Verification is about to be your biggest problem.","https:\u002F\u002Fthenewstack.io\u002Fagent-loops-cloud-native-verification\u002F","thenewstack.io","As AI coding shifts from prompts to loops, verification becomes the ultimate challenge for cloud-native engineering teams.",{"title":79,"url":80,"domain":41,"snippet":81,"content":32},"TELUS Digital and Cresta Partner to Deliver AI Agents and Augment Human Agents to Elevate Customer Experience","https:\u002F\u002Fwww.tradingview.com\u002Fnews\u002Fprnewswire:529e23095d757:0-telus-digital-and-cresta-partner-to-deliver-ai-agents-and-augment-human-agents-to-elevate-customer-experience\u002F","TELUS Digital brings engineering expertise and the experience of operating contact centers at scale to implement and optimize Cresta's customer experience...",{"title":83,"url":84,"domain":85,"snippet":86,"content":32},"Bank of America: Why Will the Rise of AI Agents Make CPUs 'Hot' Again?","https:\u002F\u002Fnews.futunn.com\u002Fen\u002Fpost\u002F74474323\u002Fbank-of-america-why-will-the-rise-of-ai-agents","news.futunn.com","Overthe past three years, the dominant theme in AI investment has revolved around a single keyword: GPUs. From the ChatGPT-fueled boom in generative AI to...",{"mentionsLast7Days":88,"mentionsLast30Days":88,"firstSeen":20,"lastSeen":89,"relatedEntities":90},2,"2026-06-16T00:02:37.260Z",[24,30,35,40,45,50,55,60],[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},"AI transformation strategies for implementation, challenges, and best practices","ai-transformation-strategies-for-implementation-challenges-and-best-practices",{"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"]