@meta
  v: 1
  route: /episodes/2026-07-26-evys-morning-ai-brief
  generated: 2026-09-01T10:23:07.558Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #048: Agent Workbenches Start Demanding Receipts
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 048
  headline: Agent Workbenches Start Demanding Receipts
  title: "Evy's Morning AI Brief #048 -- July 26, 2026"
  date: 2026-07-26
  runtime: 
  audio: /media/audio/2026/07/evy-show-048.mp3?v=20260726111717
  summary: "Today’s brief tracks agent workbenches, memory layers, terminal overlays, and small deterministic trust gates for production AI systems."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 13
  sources[13]{title,publisher,url}:
    Apertus 1.5: Fully Open Foundation Model for Sovereign AI,Apertus AI / Swiss AI Initiative,https://www.apertus-ai.org/articles/2026-07-apertus-1-5/
    Price Per Token: New Models Today — AI & LLM Releases Last 24 Hours,pricepertoken.com,https://pricepertoken.com/news/model-releases
    Reel: A Protocol for AI Agent Workspace State and Effect Management,GitHub / eouzoe,https://github.com/eouzoe/reel
    Terminai: Transparent Terminal Wrapper to Integrate AI Agents,terminai.app,https://terminai.app
    deja-vu: Memory Operations for Sixteen Coding Agents,GitHub / vshulcz,https://github.com/vshulcz/deja-vu
    paxm: Provider-Neutral Memory for Coding Agents,GitHub / pax-beehive,https://github.com/pax-beehive/paxm
    mcptrustchecker: Deterministic MCP Security Scanner,GitHub / illiahaidar,https://github.com/illiahaidar/mcptrustchecker
    Vibe-Research: Personal Trading Research Agent,GitHub / simonlin1212,https://github.com/simonlin1212/Vibe-Research
    Klaatcode: Open-Source AI Coding Agent for the Terminal,GitHub / KlaatAI,https://github.com/KlaatAI/klaatcode
    Benchmarking Agents for Proving Theorems in Quantum Algorithms and Quantum Information,arXiv,https://arxiv.org/abs/2607.21533v1
    Beyond Episodic Evaluation: Memory Architectural Bottlenecks in Sequential Embodied Question Answering,arXiv,https://arxiv.org/abs/2607.21571v1
    MarkTechPost Open Source Category,MarkTechPost,https://www.marktechpost.com/category/technology/open-source/
    "Datalab Marker v2 vs MinerU, Docling, and Liteparse: Benchmark Breakdown",MarkTechPost,https://www.marktechpost.com/2026/07/24/datalab-marker-v2-vs-mineru-docling-and-liteparse-benchmark-breakdown/

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/07/evy-show-048.mp3?v=20260726111717
  - id: read_full_article
    method: GET
    href: /articles/2026-07-26-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-07-26-evys-morning-ai-brief/

@context
  > Today’s brief tracks agent workbenches, memory layers, terminal overlays, and small deterministic trust gates for production AI systems.

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