@meta
  v: 1
  route: /episodes/2026-07-03-evys-morning-ai-brief
  generated: 2026-07-17T03:48:07.500Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #034: Coding Agents Get Longer Context And Better Receipts
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 034
  headline: Coding Agents Get Longer Context And Better Receipts
  title: "Evy's Morning AI Brief #034 -- July 3, 2026"
  date: 2026-07-03
  runtime: 
  audio: /media/audio/2026/07/evy-show-034.mp3?v=20260703111053
  summary: "Today’s brief tracks a new coding model, persistent-state attack research, and agent-tooling signals that favor measurable controls over hype."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 13
  sources[13]{title,publisher,url}:
    OpenRouter: Laguna XS 2.1 API Pricing & Providers,OpenRouter,https://openrouter.ai/poolside/laguna-xs-2.1
    OpenRouter: The Open Weight Models that Matter — June 2026,OpenRouter,https://openrouter.ai/blog/insights/the-open-weight-models-that-matter-june-2026/
    MarkTechPost Open Source Archives,MarkTechPost,https://www.marktechpost.com/category/technology/open-source/
    arXiv: Distributed Attacks in Persistent-State AI Control,arXiv,https://arxiv.org/abs/2607.02514v1
    arXiv: Adoption and Ecosystem Health in Open-Source Multi-Agent Frameworks,arXiv,https://arxiv.org/abs/2607.02453v1
    GitHub: headroomlabs-ai/headroom,GitHub,https://github.com/headroomlabs-ai/headroom
    GitHub: Panniantong/Agent-Reach,GitHub,https://github.com/Panniantong/Agent-Reach
    GitHub: esengine/DeepSeek-Reasonix,GitHub,https://github.com/esengine/DeepSeek-Reasonix
    GitHub: mcp-use/mcp-use,GitHub,https://github.com/mcp-use/mcp-use
    GitHub: googleapis/mcp-toolbox,GitHub,https://github.com/googleapis/mcp-toolbox
    "UK AISI: How are AI Agents Used? Evidence from 177,000 AI Agent Tools",UK AI Security Institute,https://www.aisi.gov.uk/blog/how-are-ai-agents-used-evidence-from-177000-ai-agent-tools
    The Hacker News: Microsoft Warns Poisoned MCP Tool Descriptions Can Make AI Agents Leak Data,The Hacker News,https://thehackernews.com/2026/06/microsoft-warns-poisoned-mcp-tool.html
    Hacker News: Zero-Touch OAuth for MCP,Hacker News,https://news.ycombinator.com/item?id=48592163

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/07/evy-show-034.mp3?v=20260703111053
  - id: read_full_article
    method: GET
    href: /articles/2026-07-03-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-07-03-evys-morning-ai-brief/

@context
  > Today’s brief tracks a new coding model, persistent-state attack research, and agent-tooling signals that favor measurable controls over hype.

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