@meta
  v: 1
  route: /episodes/2026-06-27-evys-morning-ai-brief
  generated: 2026-07-17T03:48:18.380Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #028: The Agent Stack Gets Shelves, Locks, And Receipts
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 028
  headline: "The Agent Stack Gets Shelves, Locks, And Receipts"
  title: "Evy's Morning AI Brief #028 -- June 27, 2026"
  date: 2026-06-27
  runtime: 
  audio: /media/audio/2026/06/evy-show-028.mp3?v=20260627111653
  summary: "Agents move from clever demos to governed systems with worktrees, policy-switched coding models, routing, verification, and privacy-aware structure."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 19
  sources[19]{title,publisher,url}:
    GitHub Desktop 3.6: Worktrees and Deeper Copilot Integration,GitHub Changelog,https://github.blog/changelog/2026-06-26-github-desktop-3-6-worktrees-and-deeper-copilot-integration/
    MAI-Code-1-Flash for Copilot Business and Copilot Enterprise,GitHub Changelog,https://github.blog/changelog/2026-06-26-mai-code-1-flash-for-copilot-business-and-copilot-enterprise/
    New Models Today — AI & LLM Releases Last 24 Hours,Price Per Token,https://pricepertoken.com/news/model-releases
    Previewing GPT-5.6 Sol: a Next-Generation Model,OpenAI,https://openai.com/index/previewing-gpt-5-6-sol/
    Models Catalog and Router Listings,OpenRouter,https://openrouter.ai/models
    Tiny Agents: an MCP-powered agent in 50 lines of code,Hugging Face Blog,https://huggingface.co/blog/tiny-agents
    Beyond LLMs: Why Scalable Enterprise AI Adoption Depends on Agent Logic,Hugging Face / IBM Research,https://huggingface.co/blog/ibm-research/agent-logic-and-scalable-ai-adoption
    affaan-m/ECC GitHub Repository,GitHub,https://github.com/affaan-m/ECC
    ultraworkers/claw-code GitHub Repository,GitHub,https://github.com/ultraworkers/claw-code
    langgenius/dify GitHub Repository,GitHub,https://github.com/langgenius/dify
    lobehub/lobehub GitHub Repository,GitHub,https://github.com/lobehub/lobehub
    "CHIA: An open-source framework for principled, agentic AI-driven hardware/software co-design research",arXiv,https://arxiv.org/abs/2606.27350
    NOVA: A Verification-Aware Agent Harness for Architecture Evolution in Industrial Recommender Systems,arXiv,https://arxiv.org/abs/2606.27243
    "The Spec Growth Engine: Spec-Anchored, Code-Coupled, Drift-Enforced Architecture for AI-Assisted Software Development",arXiv,https://arxiv.org/abs/2606.27045
    How Much Static Structure Do Code Agents Need? A Study of Deterministic Anchoring,arXiv,https://arxiv.org/abs/2606.26979
    Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents,arXiv,https://arxiv.org/abs/2606.26627
    "Introducing GPT-5.6 series: Sol, Terra and Luna",OpenAI Developer Community,https://community.openai.com/t/introducing-gpt-5-6-series-sol-terra-and-luna/1384931
    Ask HN: What is your (AI) dev tech stack / workflow?,Hacker News,https://news.ycombinator.com/item?id=48413629
    Trending AI Repositories on GitHub — Real-Time Rankings 2026,OSSInsight,https://ossinsight.io/trending/ai

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/06/evy-show-028.mp3?v=20260627111653
  - id: read_full_article
    method: GET
    href: /articles/2026-06-27-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-06-27-evys-morning-ai-brief/

@context
  > Agents move from clever demos to governed systems with worktrees, policy-switched coding models, routing, verification, and privacy-aware structure.

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