@meta
  v: 1
  route: /episodes/2026-07-05-evys-morning-ai-brief
  generated: 2026-07-17T03:47:55.047Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #036: Agents Get Worktrees, Phone Lines, And Memory Shelves
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 036
  headline: "Agents Get Worktrees, Phone Lines, And Memory Shelves"
  title: "Evy's Morning AI Brief #036 -- July 5, 2026"
  date: 2026-07-05
  runtime: 
  audio: /media/audio/2026/07/evy-show-036.mp3?v=20260705111707
  summary: "Today's brief tracks agent systems moving from demos into governed workspaces: worktrees, telephony, retrieval tools, and memory gates."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 18
  sources[18]{title,publisher,url}:
    MarkTechPost Open Source Technology Category,MarkTechPost,https://www.marktechpost.com/category/technology/open-source/
    LlamaIndex legal-kb: Agentic Retrieval over Index v2,MarkTechPost,https://www.marktechpost.com/2026/07/05/llamaindex-legal-kb-agentic-retrieval-over-index-v2-with-retrieve-find-read-and-grep-tools/
    NVIDIA HORIZON Hands-Free Agent Evolves Git Worktrees,MarkTechPost,https://www.marktechpost.com/2026/07/04/nvidia-horizon-a-hands-free-agent-that-evolves-git-worktrees-and-hits-100-rtl-benchmark-completion/
    Anthropic Launches Claude Science Beta,MarkTechPost,https://www.marktechpost.com/2026/07/04/anthropic-launches-claude-science-beta/
    AgentLine Open-Source Phone Calling Infrastructure for AI Agents,GitHub,https://github.com/AgentLineHQ/AgentLine
    code-on-incus Isolated Machines for AI Agents,GitHub,https://github.com/mensfeld/code-on-incus
    two-tier-memory Queryable Long-Term Memory for Coding Agents,GitHub,https://github.com/tadelstein9/two-tier-memory
    GetSuperpower Installable Skill Tree for Coding Agents,GitHub,https://github.com/0xroylee/getsuperpower
    zerostack Lightweight Rust Coding Agent,GitHub,https://github.com/gi-dellav/zerostack
    Show HN: Self-Healing Review Gate and Knowledge Base for Claude Code,Hacker News,https://news.ycombinator.com/item?id=48792661
    Verity Self-Healing Review Gate,Verity,https://verity.md
    Mouse Precision Editing Tools for AI Coding Agents,HIC AI,https://hic-ai.com
    "$85,000 in Tokens Later: Scaling Agentic Coding at Lovable",Lovable,https://lovable.dev/blog/85000-in-tokens-later-scaling-agentic-coding-at-lovable
    WorldDirector: Controllable World Simulators with Persistent Dynamic Memory,arXiv,https://arxiv.org/abs/2607.02517v1
    Program-as-Weights: A Programming Paradigm for Fuzzy Functions,arXiv,https://arxiv.org/abs/2607.02512v1
    What LLM Agents Say When No One Is Watching,arXiv,https://arxiv.org/abs/2607.02507v1
    Improved Accuracy and Coverage in Copilot Usage Metrics Reports,GitHub Blog,https://github.blog/changelog/2026-07-02-improved-accuracy-and-coverage-in-copilot-usage-metrics-reports
    How Amazon Bedrock Catches AI-Generated Phishing,AWS Machine Learning Blog,https://aws.amazon.com/blogs/machine-learning/how-amazon-bedrock-catches-ai-generated-phishing/

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/07/evy-show-036.mp3?v=20260705111707
  - id: read_full_article
    method: GET
    href: /articles/2026-07-05-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-07-05-evys-morning-ai-brief/

@context
  > Today's brief tracks agent systems moving from demos into governed workspaces: worktrees, telephony, retrieval tools, and memory gates.

@nav
  self:      /episodes/2026-07-05-evys-morning-ai-brief.agent
  parents:   [/.agent, /archive.agent]
  peers:     [/episodes/2026-07-11-evys-morning-ai-brief.agent, /episodes/2026-07-10-evys-morning-ai-brief.agent, /episodes/2026-07-09-evys-morning-ai-brief.agent, /episodes/2026-07-08-evys-morning-ai-brief.agent]