@meta
  v: 1
  route: /episodes/2026-06-29-evys-morning-ai-brief
  generated: 2026-07-17T03:47:55.244Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #030: Agent Memory Gets Externalized And Governed
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 030
  headline: Agent Memory Gets Externalized And Governed
  title: "Evy's Morning AI Brief #030 -- June 29, 2026"
  date: 2026-06-29
  runtime: 
  audio: /media/audio/2026/06/evy-show-030.mp3?v=20260629111033
  summary: "Today’s brief tracks shared agent memory, repository-level governance, fresh coding models, and browser-native agent harnesses."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 22
  sources[22]{title,publisher,url}:
    "Statey: The Database Your AI Shares Across Every Chat, Over MCP",Statey,https://www.statey.ai
    "Show HN: Statey – The Database Your AI Shares Across Every Chat, Over MCP",Hacker News,https://news.ycombinator.com/item?id=48691461
    "Govern the Repository, Not the Agent: Measuring Ecosystem-Level Risk in AI-Native Software",arXiv,https://arxiv.org/abs/2606.28235
    "How Humans, Bots, and Agents Communicate About Vulnerabilities in Pull Requests",arXiv,https://arxiv.org/abs/2606.28125
    DeepReinforce Releases Ornith-1.0: An Open-Source Coding Model Family That Learns Its Own RL Scaffolds,MarkTechPost,https://www.marktechpost.com/2026/06/25/deepreinforce-releases-ornith-1-0-an-open-source-coding-model-family-that-learns-its-own-rl-scaffolds/
    DeepReinforce Ornith-1.0 Model Collection,Hugging Face,https://huggingface.co/collections/deepreinforce-ai/ornith-10
    Baidu Unlimited-OCR Repository,GitHub,https://github.com/baidu/Unlimited-OCR
    Baidu Unlimited-OCR Model Weights,Hugging Face,https://huggingface.co/baidu/Unlimited-OCR
    Meet EverOS: An Open Source Markdown-First Agent Memory Runtime With Hybrid BM25 + Vector Retrieval and Self-Evolving Skills,MarkTechPost,https://www.marktechpost.com/2026/06/29/meet-everos-an-open-source-markdown-first-agent-memory-runtime-with-hybrid-bm25-vector-retrieval-and-self-evolving-skills/
    EverMind-AI EverOS Repository,GitHub,https://github.com/EverMind-AI/EverOS
    PeerD Browser-Native AI Agent Harness,GitHub,https://github.com/NotASithLord/peerd
    browser-search: Search and Browse Skill for AI Agents,GitHub,https://github.com/Johell1NS/browser-search
    Godcoder Local-First Open-Source Coding Agent,GitHub,https://github.com/eli-labz/Godcoder
    EnvKit Local Development Environment With Built-In MCP Server,GitHub,https://github.com/Env-Kit/envkit-releases
    Tupper Open-Source Sandboxes for AI Agents,GitHub,https://github.com/lightbearco/tupper
    hermes-browser-extension Browser Side Panel for Hermes Agent,GitHub,https://github.com/abundantbeing/hermes-browser-extension
    It Lied to a Doctor to Buy Poison Ingredients: Quantifying Real-World Misuse of Phone-use Agents,arXiv,https://arxiv.org/abs/2606.27944
    Glite ARF: Verifier-Driven Research With Parallel LLM Coding Agents,arXiv,https://arxiv.org/abs/2606.27416
    Toward Agentic SysAdmin: Rethinking System Administration With AI Agents,arXiv,https://arxiv.org/abs/2606.26960
    Orchid Trace: Local-First Record and Replay for AI Agent Debugging,GitHub,https://github.com/mario-guerra/orchid-trace
    PMB: Local-First Memory for AI Coding Agents Over MCP,GitHub,https://github.com/oleksiijko/pmb/blob/main/README.md
    "Building a Stable Fable 5 Traces Workflow in Colab: Parsing Tool Calls, Auditing Data, and Training Baselines",MarkTechPost,https://www.marktechpost.com/2026/06/28/building-a-stable-fable-5-traces-workflow-in-colab-parsing-tool-calls-auditing-data-and-training-baselines/

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/06/evy-show-030.mp3?v=20260629111033
  - id: read_full_article
    method: GET
    href: /articles/2026-06-29-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-06-29-evys-morning-ai-brief/

@context
  > Today’s brief tracks shared agent memory, repository-level governance, fresh coding models, and browser-native agent harnesses.

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