[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-ffde7922857f5892-building-complex-software-with-long-running-ai-age-summary":3,"summaries-facets-categories":145,"summary-related-ffde7922857f5892-building-complex-software-with-long-running-ai-age-summary":5050},{"id":4,"title":5,"ai":6,"body":13,"categories":105,"created_at":107,"date_modified":107,"description":99,"extension":108,"faq":107,"featured":109,"kicker_label":107,"meta":110,"navigation":124,"path":125,"published_at":126,"question":107,"scraped_at":127,"seo":128,"sitemap":129,"source_id":130,"source_name":131,"source_type":132,"source_url":133,"stem":134,"tags":135,"thumbnail_url":140,"tldr":141,"tweet":142,"unknown_tags":143,"__hash__":144},"summaries\u002Fsummaries\u002Fffde7922857f5892-building-complex-software-with-long-running-ai-age-summary.md","Building Complex Software with Long-Running AI Agents",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",6461,633,3631,0.00256475,{"type":14,"value":15,"toc":98},"minimark",[16,21,25,29,32,74,78],[17,18,20],"h2",{"id":19},"the-shift-from-chatbots-to-long-running-agents","The Shift from Chatbots to Long-Running Agents",[22,23,24],"p",{},"Traditional AI coding assistants often fail when faced with complex, multi-step engineering tasks because they rely on single-prompt interactions. When a process breaks, these models typically give up or hallucinate fixes. Long-running agents, by contrast, utilize \"goal primitives\" that allow them to persist through hours or days of work, self-correcting when they encounter errors in a dependent chain of tasks.",[17,26,28],{"id":27},"engineering-complex-systems-via-agentic-pipelines","Engineering Complex Systems via Agentic Pipelines",[22,30,31],{},"To demonstrate the capability of long-running agents, Addy Osmani highlights two non-trivial use cases:",[33,34,35,48],"ul",{},[36,37,38,42,43,47],"li",{},[39,40,41],"strong",{},"Operating System Development:"," An agent was tasked with building a functional OS (dubbed \"Adios\") featuring a window manager, IndexedDB file system, terminal, file explorer, and a paint application. The agent successfully integrated complex features, including a functional version of the game ",[44,45,46],"em",{},"Doom"," and a music visualizer, by iterating over several hours.",[36,49,50,53,54],{},[39,51,52],{},"3D Web Application Optimization:"," Building a nostalgic 3D video store scene required solving a series of hard technical constraints. Starting with a 156MB Blender file, the agent had to transform it into a browser-ready experience under 10MB. This required a multi-day pipeline to handle:\n",[33,55,56,62,68],{},[36,57,58,61],{},[39,59,60],{},"Export Pipelines:"," Writing custom Python scripts to manage Draco quantization and mesh transforms without corrupting geometry.",[36,63,64,67],{},[39,65,66],{},"Asset Optimization:"," Automating texture resizing, image compression, and glTF file conversion to ensure fast, lazy-loaded performance.",[36,69,70,73],{},[39,71,72],{},"Visual Fidelity:"," Adjusting lighting intensities and material shaders to ensure the browser-rendered output remained faithful to the original 3D scene.",[17,75,77],{"id":76},"key-takeaways-for-builders","Key Takeaways for Builders",[33,79,80,86,92],{},[36,81,82,85],{},[39,83,84],{},"Persistence is Key:"," The primary advantage of these agents is their ability to work for days without human intervention, handling \"dependent problems\" that would stall a standard LLM.",[36,87,88,91],{},[39,89,90],{},"Automation of Domain Expertise:"," Agents can bridge the gap for developers who lack specific domain knowledge (e.g., 3D modeling or Blender expertise) by generating the necessary scripts and pipelines to achieve a professional result.",[36,93,94,97],{},[39,95,96],{},"Constraint-Driven Development:"," By providing a clear spec, agents can manage the trade-offs between high-fidelity assets and performance requirements (like browser load times), provided the agent is equipped with the right tools to validate its own output.",{"title":99,"searchDepth":100,"depth":100,"links":101},"",2,[102,103,104],{"id":19,"depth":100,"text":20},{"id":27,"depth":100,"text":28},{"id":76,"depth":100,"text":77},[106],"AI & LLMs",null,"md",false,{"content_references":111,"triage":119},[112,116],{"type":113,"title":114,"context":115},"tool","Cloud Code","recommended",{"type":113,"title":117,"context":118},"Agent Development Kit","mentioned",{"relevance":120,"novelty":121,"quality":121,"actionability":121,"composite":122,"reasoning":123},5,4,4.35,"Category: AI & LLMs. The article discusses the practical application of long-running AI agents in complex engineering tasks, addressing a specific pain point for builders who struggle with traditional AI limitations. It provides concrete examples of use cases, such as OS development and 3D web application optimization, which are directly applicable to the audience's work.",true,"\u002Fsummaries\u002Fffde7922857f5892-building-complex-software-with-long-running-ai-age-summary","2026-06-19 19:00:09","2026-06-20 12:56:24",{"title":5,"description":99},{"loc":125},"ffde7922857f5892","Google Cloud Tech","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=EDDgH3hs-5U","summaries\u002Fffde7922857f5892-building-complex-software-with-long-running-ai-age-summary",[136,137,138,139],"agents","ai-tools","coding","web-performance","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FEDDgH3hs-5U\u002Fhqdefault.jpg","Long-running AI agents can execute multi-day, complex engineering pipelines—such as building an OS or optimizing 3D web scenes—by self-correcting through dependent tasks rather than relying on single-prompt generation.","This video is a showcase of long-running AI agents using [Google's Agent Development Kit](https:\u002F\u002Fgoo.gle\u002F4v6NdOP) to complete multi-day software engineering tasks. Addy Osmani demonstrates how these agents can autonomously iterate through complex pipelines—such as optimizing 3D assets for the web or building a functional desktop OS—without human 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A new \"focus terminal\" option lets you effortlessly seize control for sensitive commands, blending agent automation with hands-on needs.",[17,5077,5079],{"id":5078},"scaling-to-multi-prompt-interactive-tools","Scaling to Multi-Prompt Interactive Tools",[22,5081,5082],{},"Complex tools like npm init trigger detection of multiple sequential prompts (e.g., 9 questions: package name, version, description, entry point). Agents collect all answers upfront—user can accept defaults or customize (e.g., \"Tiny Tool Town\", \"tiniest tool town ever\")—then inject them into the terminal in real-time. Expose the terminal mid-process to watch inputs flow, making installers and REPLs feel native rather than clunky.",[22,5084,5085],{},"These features—smarter detection, foreground integration, and takeover controls—ship in the latest VS Code, transforming agent sessions from brittle to production-ready by respecting terminal realities.",{"title":99,"searchDepth":100,"depth":100,"links":5087},[5088,5089,5090],{"id":5064,"depth":100,"text":5065},{"id":5071,"depth":100,"text":5072},{"id":5078,"depth":100,"text":5079},[148],{"content_references":5093,"triage":5101},[5094,5098],{"type":5095,"title":5096,"url":5097,"context":118},"other","VS Code Release Notes","https:\u002F\u002Faka.ms\u002FVSCode\u002F116",{"type":113,"title":5099,"url":5100,"context":118},"Visual Studio Code","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fvscode",{"relevance":120,"novelty":121,"quality":121,"actionability":121,"composite":122,"reasoning":5102},"Category: AI Automation. The article discusses new features in VS Code that enhance agent interaction with terminals, addressing practical needs for developers integrating AI tools into their workflows. It provides specific examples of how these upgrades improve user experience and streamline processes, making it actionable for developers looking to implement these features.","\u002Fsummaries\u002Fca4513bbfe1df576-vs-code-terminal-upgrades-enable-seamless-agent-te-summary","2026-04-16 19:00:00","2026-04-19 01:19:28",{"title":5053,"description":99},{"loc":5103},"53f012626201917f","article","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=0Eq8m63Z5J0","summaries\u002Fca4513bbfe1df576-vs-code-terminal-upgrades-enable-seamless-agent-te-summary",[136,137,138],"New VS Code terminal tools let agents detect prompts in hidden\u002Fforeground terminals, auto-fill inputs or pause for user takeover, handling REPLs, installers, and multi-step commands like npm init without workflow breaks.",[],"FaJLxMiU1oUOaPPCspyXBSukPl4CxN_0rGLhT2hVAdA",{"id":5117,"title":5118,"ai":5119,"body":5124,"categories":5173,"created_at":107,"date_modified":107,"description":99,"extension":108,"faq":107,"featured":109,"kicker_label":107,"meta":5174,"navigation":124,"path":5186,"published_at":5187,"question":107,"scraped_at":5187,"seo":5188,"sitemap":5189,"source_id":5190,"source_name":5191,"source_type":5109,"source_url":5192,"stem":5193,"tags":5194,"thumbnail_url":107,"tldr":5196,"tweet":107,"unknown_tags":5197,"__hash__":5198},"summaries\u002Fsummaries\u002F455f9d32d497541c-z-ai-releases-glm-5-2-with-1m-token-context-for-co-summary.md","Z.ai Releases GLM-5.2 with 1M-Token Context for Coding Agents",{"provider":7,"model":8,"input_tokens":5120,"output_tokens":5121,"processing_time_ms":5122,"cost_usd":5123},6852,543,2740,0.0025275,{"type":14,"value":5125,"toc":5168},[5126,5130,5133,5137,5157,5161],[17,5127,5129],{"id":5128},"_1m-token-context-and-agentic-workflow","1M-Token Context and Agentic Workflow",[22,5131,5132],{},"Z.ai has released GLM-5.2, a significant update to its flagship coding model line. The standout feature is a 1,000,000-token context window, which represents a 5x increase over the previous GLM-5.1 release. This capacity is designed specifically for agentic coding workflows, allowing the model to ingest entire mid-sized repositories—including source code, tests, and configuration files—into its working memory. By eliminating the need for frequent summarization, the model maintains higher coherence during complex, multi-file refactoring or debugging tasks.",[17,5134,5136],{"id":5135},"thinking-effort-levels","Thinking-Effort Levels",[22,5138,5139,5140,5144,5145,5148,5149,5152,5153,5156],{},"GLM-5.2 introduces two distinct \"thinking-effort\" modes: High and Max. These settings allow developers to calibrate the model's reasoning depth based on task complexity. Z.ai recommends the \"Max\" effort setting for multi-step coding operations. In tools like Claude Code, this is integrated via the ",[5141,5142,5143],"code",{},"\u002Feffort"," command, where settings such as ",[5141,5146,5147],{},"xhigh",", ",[5141,5150,5151],{},"max",", and ",[5141,5154,5155],{},"ultracode"," are now mapped to the model's Max effort level.",[17,5158,5160],{"id":5159},"implementation-and-compatibility","Implementation and Compatibility",[22,5162,5163,5164,5167],{},"Despite the lack of public benchmark scores at launch, Z.ai has prioritized immediate integration with existing developer tooling. The model is compatible with eight agentic coding platforms, including Claude Code, Cline, OpenCode, and OpenClaw. Developers can implement the model by updating their ",[5141,5165,5166],{},"~\u002F.claude\u002Fsettings.json"," or by configuring environment variables to point to the Z.ai API endpoint. The model is available to all users on the GLM Coding Plan, ranging from Lite to Team tiers.",{"title":99,"searchDepth":100,"depth":100,"links":5169},[5170,5171,5172],{"id":5128,"depth":100,"text":5129},{"id":5135,"depth":100,"text":5136},{"id":5159,"depth":100,"text":5160},[106],{"content_references":5175,"triage":5182},[5176,5179],{"type":113,"title":5177,"url":5178,"context":118},"Claude Code","https:\u002F\u002Fclaude.ai",{"type":113,"title":5180,"url":5181,"context":118},"Cline","https:\u002F\u002Fcline.bot",{"relevance":121,"novelty":5183,"quality":121,"actionability":5183,"composite":5184,"reasoning":5185},3,3.6,"Category: AI & LLMs. The article discusses the release of GLM-5.2, which directly relates to AI engineering and coding agents, addressing the audience's interest in practical applications of AI models. It provides some new features like the 1M-token context and thinking-effort levels, but lacks detailed implementation examples that would enhance actionability.","\u002Fsummaries\u002F455f9d32d497541c-z-ai-releases-glm-5-2-with-1m-token-context-for-co-summary","2026-06-15 12:56:58",{"title":5118,"description":99},{"loc":5186},"455f9d32d497541c","MarkTechPost","https:\u002F\u002Fwww.marktechpost.com\u002F2026\u002F06\u002F14\u002Fz-ai-launches-glm-5-2-with-a-usable-1m-token-context-two-thinking-effort-levels-and-no-benchmarks-at-launch\u002F","summaries\u002F455f9d32d497541c-z-ai-releases-glm-5-2-with-1m-token-context-for-co-summary",[5195,136,138,137],"llm","Z.ai's new GLM-5.2 model introduces a 1M-token context window and variable 'thinking-effort' levels, enabling coding agents to process entire mid-sized repositories without needing constant summarization.",[],"UAmjxz1Il8si3S9go7r9Lqk62Ap0b5IZ9UXWRmuFYLI",{"id":5200,"title":5201,"ai":5202,"body":5207,"categories":5262,"created_at":107,"date_modified":107,"description":99,"extension":108,"faq":107,"featured":109,"kicker_label":107,"meta":5263,"navigation":124,"path":5277,"published_at":5278,"question":107,"scraped_at":5278,"seo":5279,"sitemap":5280,"source_id":5281,"source_name":5191,"source_type":5109,"source_url":5282,"stem":5283,"tags":5284,"thumbnail_url":107,"tldr":5285,"tweet":107,"unknown_tags":5286,"__hash__":5287},"summaries\u002Fsummaries\u002F4668a4fa36fca5f3-moonshot-ai-releases-kimi-k2-7-code-agentic-coding-summary.md","Moonshot AI Releases Kimi K2.7-Code: Agentic Coding Model",{"provider":7,"model":8,"input_tokens":5203,"output_tokens":5204,"processing_time_ms":5205,"cost_usd":5206},9642,686,3742,0.0034395,{"type":14,"value":5208,"toc":5257},[5209,5213,5216,5220,5223,5226,5230,5233],[17,5210,5212],{"id":5211},"model-architecture-and-design","Model Architecture and Design",[22,5214,5215],{},"Kimi K2.7-Code is a 1T parameter Mixture-of-Experts (MoE) model designed specifically for agentic software engineering. It activates 32B parameters per token, utilizing a structure of 384 experts (8 selected per token plus 1 shared) across 61 layers. The model incorporates a 400M parameter MoonViT vision encoder for multimodal input and supports a 256K token context window. It is built for server-class deployment, with weights available on Hugging Face under a Modified MIT license.",[17,5217,5219],{"id":5218},"performance-and-reasoning-efficiency","Performance and Reasoning Efficiency",[22,5221,5222],{},"Moonshot reports significant gains over the previous K2.6 version, most notably a 21.8% improvement on the Kimi Code Bench v2 (rising from 50.9 to 62.0). The model also demonstrates competitive performance against frontier models like Claude Opus 4.8, particularly on the MCP Mark Verified benchmark (81.1 vs 76.4).",[22,5224,5225],{},"A core advancement is the 30% reduction in reasoning-token usage. Because agentic coding workflows involve iterative planning, debugging, and tool execution, this efficiency gain directly translates to lower operational costs, faster step execution in CLI environments, and a greater capacity for complex tasks before reaching context limits.",[17,5227,5229],{"id":5228},"operational-constraints","Operational Constraints",[22,5231,5232],{},"K2.7-Code requires specific configurations for optimal use:",[33,5234,5235,5241,5247],{},[36,5236,5237,5240],{},[39,5238,5239],{},"Mandatory Thinking:"," The model's 'thinking' mode cannot be disabled.",[36,5242,5243,5246],{},[39,5244,5245],{},"Fixed Sampling:"," Users must adhere to fixed parameters (temperature 1.0, top_p 0.95, n=1, penalties 0.0). Deviating from these settings will result in API errors.",[36,5248,5249,5252,5253,5256],{},[39,5250,5251],{},"Tooling:"," When using tool-calling features, developers must preserve the ",[5141,5254,5255],{},"reasoning_content"," in the message history to prevent errors in subsequent turns.",{"title":99,"searchDepth":100,"depth":100,"links":5258},[5259,5260,5261],{"id":5211,"depth":100,"text":5212},{"id":5218,"depth":100,"text":5219},{"id":5228,"depth":100,"text":5229},[106],{"content_references":5264,"triage":5274},[5265,5268,5270,5272],{"type":113,"title":5266,"url":5267,"context":118},"Kimi K2.7-Code","https:\u002F\u002Fwww.kimi.com\u002Fcode",{"type":113,"title":5269,"context":118},"vLLM",{"type":113,"title":5271,"context":118},"SGLang",{"type":113,"title":5273,"context":118},"KTransformers",{"relevance":120,"novelty":121,"quality":121,"actionability":5183,"composite":5275,"reasoning":5276},4.15,"Category: AI & LLMs. The article provides in-depth information about the Kimi K2.7-Code model, detailing its architecture and performance improvements, which directly addresses the audience's interest in AI engineering and practical applications. While it offers valuable insights into the model's capabilities, it lacks specific actionable steps for implementation.","\u002Fsummaries\u002F4668a4fa36fca5f3-moonshot-ai-releases-kimi-k2-7-code-agentic-coding-summary","2026-06-13 12:56:20",{"title":5201,"description":99},{"loc":5277},"4668a4fa36fca5f3","https:\u002F\u002Fwww.marktechpost.com\u002F2026\u002F06\u002F12\u002Fmoonshot-ai-releases-kimi-k2-7-code-a-coding-model-reporting-21-8-on-kimi-code-bench-v2-over-k2-6\u002F","summaries\u002F4668a4fa36fca5f3-moonshot-ai-releases-kimi-k2-7-code-agentic-coding-summary",[5195,136,138,137],"Moonshot AI's new K2.7-Code model improves coding benchmarks by up to 31.5% over its predecessor while reducing reasoning-token usage by 30%, optimizing both performance and cost for long-horizon software engineering tasks.",[],"3HSXpgxrMJr0jtpHyS4I91PBAZwasxaR5zzow4m0AZc",{"id":5289,"title":5290,"ai":5291,"body":5296,"categories":5328,"created_at":107,"date_modified":107,"description":99,"extension":108,"faq":107,"featured":109,"kicker_label":107,"meta":5329,"navigation":124,"path":5338,"published_at":5339,"question":107,"scraped_at":5339,"seo":5340,"sitemap":5341,"source_id":5342,"source_name":5191,"source_type":5109,"source_url":5343,"stem":5344,"tags":5345,"thumbnail_url":107,"tldr":5346,"tweet":107,"unknown_tags":5347,"__hash__":5348},"summaries\u002Fsummaries\u002F6883ba4667c43442-cohere-s-north-mini-code-a-30b-moe-model-for-agent-summary.md","Cohere’s North Mini Code: A 30B MoE Model for Agentic Coding",{"provider":7,"model":8,"input_tokens":5292,"output_tokens":5293,"processing_time_ms":5294,"cost_usd":5295},9491,573,2912,0.00323225,{"type":14,"value":5297,"toc":5323},[5298,5302,5305,5309,5312,5316],[17,5299,5301],{"id":5300},"architecture-and-efficiency","Architecture and Efficiency",[22,5303,5304],{},"North Mini Code is a decoder-only Transformer utilizing a sparse Mixture-of-Experts (MoE) architecture. With 30 billion total parameters, it achieves high efficiency by activating only 3 billion parameters per forward pass. The model features 128 experts, with 8 experts selected per token via a router. Its attention mechanism interleaves sliding-window attention (using RoPE) and global attention in a 3:1 ratio. This design is specifically engineered to run on a single H100 GPU at FP8 precision, facilitating sovereign AI deployments without requiring massive compute clusters.",[17,5306,5308],{"id":5307},"performance-and-capabilities","Performance and Capabilities",[22,5310,5311],{},"Optimized specifically for code generation, agentic software engineering, and terminal operations, the model supports a 256K token context window and a 64K maximum generation length. In internal benchmarks, North Mini Code demonstrated up to 2.8x higher output throughput compared to Devstral Small 2 on identical hardware, along with a 30% improvement in inter-token latency. The model was trained using a two-stage cascaded supervised fine-tuning (SFT) process followed by reinforcement learning with verifiable rewards (RLVR) to enhance its agentic reasoning and native tool-use capabilities.",[17,5313,5315],{"id":5314},"implementation-and-deployment","Implementation and Deployment",[22,5317,5318,5319,5322],{},"The model is available under an Apache 2.0 license (with additional usage addenda) via Hugging Face, the Cohere API, and OpenRouter. Developers can integrate it using Hugging Face Transformers or serve it via vLLM using the ",[5141,5320,5321],{},"cohere_melody"," library for accurate tool-call parsing. Recommended sampling parameters are a temperature of 1.0 and top_p of 0.95. Quantized versions are also compatible with standard local inference tools like Ollama, LM Studio, and llama.cpp.",{"title":99,"searchDepth":100,"depth":100,"links":5324},[5325,5326,5327],{"id":5300,"depth":100,"text":5301},{"id":5307,"depth":100,"text":5308},{"id":5314,"depth":100,"text":5315},[106],{"content_references":5330,"triage":5336},[5331,5334],{"type":113,"title":5332,"url":5333,"context":118},"North Mini Code","https:\u002F\u002Fhuggingface.co\u002FCohereLabs\u002FNorth-Mini-Code-1.0",{"type":113,"title":5269,"url":5335,"context":118},"https:\u002F\u002Fgithub.com\u002Fvllm-project\u002Fvllm",{"relevance":120,"novelty":121,"quality":121,"actionability":121,"composite":122,"reasoning":5337},"Category: AI & LLMs. The article provides in-depth information about a new AI model specifically designed for coding tasks, addressing the audience's need for practical AI tools in software engineering. It includes technical details about the model's architecture and performance, as well as implementation guidance, making it actionable for developers.","\u002Fsummaries\u002F6883ba4667c43442-cohere-s-north-mini-code-a-30b-moe-model-for-agent-summary","2026-06-11 12:57:13",{"title":5290,"description":99},{"loc":5338},"6883ba4667c43442","https:\u002F\u002Fwww.marktechpost.com\u002F2026\u002F06\u002F11\u002Fmeet-north-mini-code-coheres-30b-open-weight-mixture-of-experts-model-with-3b-active-parameters-for-agentic-coding\u002F","summaries\u002F6883ba4667c43442-cohere-s-north-mini-code-a-30b-moe-model-for-agent-summary",[5195,136,138,137],"Cohere released 'North Mini Code,' a 30B parameter mixture-of-experts model that activates only 3B parameters per token, optimized for efficient, self-hosted agentic software engineering and terminal tasks.",[],"XxHHLRSAVEmlGBov1BxqHnTvxbLyMB0_B4wM2KBuksY"]