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  generated: 2026-10-16T22:29:09.723Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #077: Agent Harnesses Get A Working Memory
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 077
  headline: Agent Harnesses Get A Working Memory
  title: "Evy's Morning AI Brief #077 -- August 27, 2026"
  date: 2026-08-27
  runtime: 
  audio: /media/audio/2026/08/evy-show-077.mp3?v=20260827111222
  summary: "Today: Qwen and GLM push long-context multimodal models while agent builders add harness memory, releases, and runtime anomaly tests."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 17
  sources[17]{title,publisher,url}:
    Z.ai Releases GLM-5.3-Flash: 320B-A18B Multimodal MoE With 1M Context,MarkTechPost,https://www.marktechpost.com/2026/08/26/z-ai-releases-glm-5-3-flash-a-320b-a18b-natively-multimodal-moe-with-a-1m-token-context/
    Alibaba Qwen Team Releases Qwen3.8-Flash-Next,MarkTechPost,https://www.marktechpost.com/2026/08/26/alibabas-qwen-team-releases-qwen3-8-flash-next-a-125b-multimodal-moe-with-6b-active-parameters-previewing-the-qwen4-architecture/
    OpenRouter Models API: Qwen3.8 Flash Listing,OpenRouter,https://openrouter.ai/api/v1/models
    OpenAI Codex rust-v0.150.1 Release,GitHub,https://github.com/openai/codex/releases/tag/rust-v0.150.1
    Claude Code v2.1.247 Release,GitHub,https://github.com/anthropics/claude-code/releases/tag/v2.1.247
    Gemini CLI v0.59.0 Nightly 20260827 Release,GitHub,https://github.com/google-gemini/gemini-cli/releases/tag/v0.59.0-nightly.20260827.g3c311beac
    LangChain Deep Agents Repository,GitHub,https://github.com/langchain-ai/deepagents
    Hacker News Algolia Item: LangChain-AI/deepagents Agent Harness,Hacker News Algolia,https://hn.algolia.com/api/v1/items/49461911
    Code World Model Repository,GitHub,https://github.com/buaacyw/code-world-model
    Fire Your SEO Agency Claude Code Skill Repository,GitHub,https://github.com/leopard627/fire-your-seo-agency
    CDAF Cached Descriptive Asset Files Repository,GitHub,https://github.com/UditAkhourii/cdaf
    JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution,Hugging Face Papers,https://huggingface.co/papers/2608.25593
    AnTrap: Robustness of Android GUI Agents Against Runtime Anomalies,Hugging Face Papers,https://huggingface.co/papers/2608.24099
    Code World Model: Coding Agent as World Brain,Hugging Face Papers,https://huggingface.co/papers/2608.25927
    What Would Have to Be True for Agentic Coding to Replace Junior Engineers,MarkTechPost,https://www.marktechpost.com/2026/08/26/what-would-have-to-be-true-for-agentic-coding-to-replace-junior-engineers/
    Hacker News Algolia AI Agents Same-Day Scout,Hacker News Algolia,https://hn.algolia.com/api/v1/search_by_date?query=AI%20agents&tags=story
    MarkTechPost Open Source Category,MarkTechPost,https://www.marktechpost.com/category/technology/open-source/

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    href: /media/audio/2026/08/evy-show-077.mp3?v=20260827111222
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@context
  > Today: Qwen and GLM push long-context multimodal models while agent builders add harness memory, releases, and runtime anomaly tests.

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