@meta
  v: 1
  route: /episodes/2026-06-14-evys-morning-ai-brief
  generated: 2026-07-17T03:50:14.018Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #015: The Agent Loop Gets Its Control Room
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 015
  headline: The Agent Loop Gets Its Control Room
  title: "Evy's Morning AI Brief #015 -- June 14, 2026"
  date: 2026-06-14
  runtime: 
  audio: /media/audio/2026/06/evy-show-015.mp3?v=20260614111609
  summary: "Agent builders are shifting from raw capability to observability, governed memory, safer tool access, and failure-driven training."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 16
  sources[16]{title,publisher,url}:
    Agentjacking Attack Tricks AI Coding Agents Into Running Malicious Code,The Hacker News,https://thehackernews.com/2026/06/agentjacking-attack-tricks-ai-coding.html
    Xiaomi's MiMo Code Open-Source Agentic Coding Harness,VentureBeat,https://venturebeat.com/technology/xiaomis-new-open-source-agentic-ai-coding-harness-mimo-code-beats-claude-code-at-ultra-long-200-step-tasks
    GitHub Changelog: June 2026 Copilot And Agentic Workflow Updates,GitHub,https://github.blog/changelog/
    Nemotron 3 Nano 4B: A Compact Hybrid Model for Efficient Local AI,Hugging Face / NVIDIA,https://huggingface.co/blog/nvidia/nemotron-3-nano-4b
    Designing the hf CLI as an Agent-Optimized Way to Work with the Hub,Hugging Face,https://huggingface.co/blog/hf-cli-for-agents
    "fastCRW Rust Web Scraping, Search, Extraction, and MCP Server",GitHub,https://github.com/us/crw
    ClawMetry Agent Runtime Observability Dashboard,GitHub,https://github.com/vivekchand/clawmetry
    AGHub Unified Configuration for AI Coding Agents,GitHub,https://github.com/AkaraChen/aghub
    Caura MemClaw Governed Shared Memory for AI Agent Fleets,GitHub,https://github.com/caura-ai/caura-memclaw
    SENTINEL: Failure-Driven Reinforcement Learning for Training Tool-Using Language Model Agents,arXiv,https://arxiv.org/abs/2606.12908
    Recursive Agent Harnesses,arXiv,https://arxiv.org/abs/2606.13643
    Agents-K1: Towards Agent-native Knowledge Orchestration,arXiv,https://arxiv.org/abs/2606.13669
    InterleaveThinker: Reinforcing Agentic Interleaved Generation,arXiv,https://arxiv.org/abs/2606.13679
    Three AI Coding Agents Leaked Secrets Through a Single Prompt Injection,VentureBeat,https://venturebeat.com/security/ai-agent-runtime-security-system-card-audit-comment-and-control-2026
    "Inside VAKRA: Reasoning, Tool Use, and Failure Modes of Agents",Hugging Face / IBM Research,https://huggingface.co/blog/ibm-research/vakra-benchmark-analysis
    State of Open Source on Hugging Face: Spring 2026,Hugging Face,https://huggingface.co/blog/huggingface/state-of-os-hf-spring-2026

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/06/evy-show-015.mp3?v=20260614111609
  - id: read_full_article
    method: GET
    href: /articles/2026-06-14-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-06-14-evys-morning-ai-brief/

@context
  > Agent builders are shifting from raw capability to observability, governed memory, safer tool access, and failure-driven training.

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