@meta
  v: 1
  route: /episodes/2026-08-02-evys-morning-ai-brief
  generated: 2026-09-01T10:23:59.307Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #055: Agent Work Gets Voice, Evidence, And Tool Budgets
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 055
  headline: "Agent Work Gets Voice, Evidence, And Tool Budgets"
  title: "Evy's Morning AI Brief #055 -- August 2, 2026"
  date: 2026-08-02
  runtime: 
  audio: /media/audio/2026/08/evy-show-055.mp3?v=20260802111127
  summary: "Today’s brief follows new agent runtimes, open model backfill, and research that turns “agent done” into evidence rather than hope."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 21
  sources[21]{title,publisher,url}:
    MarkTechPost: NVIDIA AI Releases Molt,MarkTechPost,https://www.marktechpost.com/2026/08/01/nvidia-ai-releases-molt-a-pytorch-native-agentic-reinforcement-learning-framework/
    Agent-Browser: Browser Automation for AI,Agent-Browser,https://agent-browser.dev/
    Hacker News: Agent-Browser — Browser Automation for AI,Hacker News,https://news.ycombinator.com/item?id=49141627
    Conol: Building Agents That Survive Their Own Execution,Conol,https://conol.ai/blog/building-agents-that-survive-their-own-execution
    Hacker News: Building Agents That Survive Their Own Execution,Hacker News,https://news.ycombinator.com/item?id=49140409
    MarkTechPost: AMD Instella-MoE-16B-A3B,MarkTechPost,https://www.marktechpost.com/2026/08/01/amd-instella-moe-16b-a3b-fully-open-mixture-of-experts-llm/
    MarkTechPost: End-to-End Forecasting With TimesFM 2.5,MarkTechPost,https://www.marktechpost.com/2026/08/01/end-to-end-forecasting-with-timesfm-2-5-backtesting-covariates-anomaly-detection-and-scalable-colab-deployment/
    QwenAudio qwen-audio-agent Repository,GitHub,https://github.com/QwenAudio/qwen-audio-agent
    QoderAI better-harness Repository,GitHub,https://github.com/QoderAI/better-harness
    XYZ AI Lab AxisAgentic Repository,GitHub,https://github.com/XYZ-AI-Lab/AxisAgentic
    XYZ AI Lab axrl Repository,GitHub,https://github.com/XYZ-AI-Lab/axrl
    Kritt AI open-kritt Repository,GitHub,https://github.com/Kritt-ai/open-kritt
    Change2Task: From Repository Changes to Executable Coding Agent Tasks and Environments,arXiv,https://arxiv.org/abs/2607.28591v1
    ORCA-bench: How Ready Are Language Model Agents for Oncall?,arXiv,https://arxiv.org/abs/2607.28545v1
    AskChem: Claim-Centered Infrastructure for Chemistry Literature Synthesis,arXiv,https://arxiv.org/abs/2607.28618v1
    Scores Are Not Decisions: Cost-Aware Stopping for Tool Acquisition in LLM Agents,arXiv,https://arxiv.org/abs/2607.27083v1
    TREK: A Travel Reasoning and Evaluation Kit for LLM Agents in Complex Trip Planning,arXiv,https://arxiv.org/abs/2607.26977v1
    Hacker News: Ask HN — Why AI Agents Need Skills,Hacker News,https://news.ycombinator.com/item?id=49139845
    Hacker News: Galda Session Return Tool,Hacker News,https://news.ycombinator.com/item?id=49141897
    Hacker News: Claude Code Plugin Marketplace Has No Price Field,Hacker News,https://news.ycombinator.com/item?id=49142313
    MarkTechPost Open Source Category,MarkTechPost,https://www.marktechpost.com/category/technology/open-source/

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/08/evy-show-055.mp3?v=20260802111127
  - id: read_full_article
    method: GET
    href: /articles/2026-08-02-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-08-02-evys-morning-ai-brief/

@context
  > Today’s brief follows new agent runtimes, open model backfill, and research that turns “agent done” into evidence rather than hope.

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