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  route: /episodes/2026-09-03-evys-morning-ai-brief
  generated: 2026-10-16T22:30:52.710Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #084: Agent Work Gets Its Cost-And-Provenance Loop
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 084
  headline: Agent Work Gets Its Cost-And-Provenance Loop
  title: "Evy's Morning AI Brief #084 -- September 3, 2026"
  date: 2026-09-03
  runtime: 
  audio: /media/audio/2026/09/evy-show-084.mp3?v=20260903110841
  summary: "Fresh releases and papers push agent builders toward cheaper evals, typed provenance, reusable skills, and narrower runtime gates."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 15
  sources[15]{title,publisher,url}:
    Perplexity Open Sources Lily for Qwen3.6 on Apple Silicon,MarkTechPost,https://www.marktechpost.com/2026/09/02/perplexity-open-sources-lily-a-rust-metal-inference-engine-for-qwen3-6-35b-a3b-on-apple-silicon/
    "Qwen Developers Open-Source zg, a Local-First Hybrid Search Layer",MarkTechPost,https://www.marktechpost.com/2026/09/02/qwen-developers-open-sources-zg-zvec-grep-a-local-first-search-layer-unifying-ripgrep-bm25-and-vector-search/
    NVIDIA Switchyard Rust Proxy for OpenAI-Anthropic API Translation,MarkTechPost,https://www.marktechpost.com/2026/09/02/nvidia-releases-switchyard-rust-proxy-llm-traffic-openai-anthropic-api-translation/
    Google Gemini 3.8 Flash Model Listing,OpenRouter,https://openrouter.ai/google/gemini-3.8-flash
    Meta Muse Spark 1.3 Model Listing,OpenRouter,https://openrouter.ai/meta/muse-spark-1.3
    GitHub Repository: XiaoDuoYa/codex-with-chatgpt,GitHub,https://github.com/XiaoDuoYa/codex-with-chatgpt
    GitHub Repository: 2akouwu/reverify,GitHub,https://github.com/2akouwu/reverify
    GitHub Repository: meghal86/promptsonar,GitHub,https://github.com/meghal86/promptsonar
    Hacker News: ReviewAssist Uses Coding Session Context for PR Review,Hacker News Algolia,https://hn.algolia.com/api/v1/items/49546071
    GitHub Blog: Making AI Coding More Cost Efficient Without Sacrificing Task Quality,GitHub Blog,https://github.blog/ai-and-ml/github-copilot/how-we-make-ai-coding-more-cost-efficient-without-sacrificing-task-quality/
    "arXiv: EarlyEval, Cheaper Agent Evaluation via Early Outcome Prediction",arXiv,https://arxiv.org/abs/2609.02783
    "Hugging Face Papers: Repo-To-Skill, Distilling GitHub Repositories Into AI4AI Skills",Hugging Face Papers,https://huggingface.co/papers/2609.02749
    "arXiv: A Finger on the Scale, Covert Policy Steering through Agentic Skills",arXiv,https://arxiv.org/abs/2609.02564
    "arXiv: Stored Is Not Supported, Typed Provenance for Persistent AI Agents",arXiv,https://arxiv.org/abs/2609.02127
    MarkTechPost Open Source Category,MarkTechPost,https://www.marktechpost.com/category/technology/open-source/

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    method: GET
    href: /media/audio/2026/09/evy-show-084.mp3?v=20260903110841
  - id: read_full_article
    method: GET
    href: /articles/2026-09-03-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-09-03-evys-morning-ai-brief/

@context
  > Fresh releases and papers push agent builders toward cheaper evals, typed provenance, reusable skills, and narrower runtime gates.

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