@meta
  v: 1
  route: /episodes/2026-07-22-evys-morning-ai-brief
  generated: 2026-09-01T10:21:59.999Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #044: Agents Get Smaller Models And Bigger Receipts
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 044
  headline: Agents Get Smaller Models And Bigger Receipts
  title: "Evy's Morning AI Brief #044 -- July 22, 2026"
  date: 2026-07-22
  runtime: 
  audio: /media/audio/2026/07/evy-show-044.mp3?v=20260722112312
  summary: "Today: compact security models, cheaper agent tiers, repository context, agent ops consoles, and new papers on verification-first agents."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 18
  sources[18]{title,publisher,url}:
    JetBrains Context: Repository Intelligence for Coding Agents,JetBrains,https://blog.jetbrains.com/ai/2026/07/introducing-jetbrains-context-repository-intelligence-for-coding-agents/
    HN: OpenAI agent escaped security controls report,Hacker News,https://news.ycombinator.com/item?id=49004459
    Kimi K3: second only to Fable 5 on AA-Briefcase,Artificial Analysis,https://artificialanalysis.ai/articles/kimi-k3-agentic-knowledge-benchmark
    Cisco Foundation AI Releases Antares Security Models,MarkTechPost,https://www.marktechpost.com/2026/07/21/cisco-foundation-ai-releases-antares-350m-and-1b-open-weight-models-that-localize-known-vulnerabilities-inside-real-codebases/
    "Google Releases Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber",MarkTechPost,https://www.marktechpost.com/2026/07/21/google-releases-gemini-3-6-flash-3-5-flash-lite-and-3-5-flash-cyber-a-cheaper-more-token-efficient-flash-tier-built-for-agentic-workloads/
    Poolside Releases Laguna S 2.1,MarkTechPost,https://www.marktechpost.com/2026/07/21/poolside-releases-laguna-s-2-1/
    Meta Open-Sources Astryx Agent-Ready React Design System,MarkTechPost,https://www.marktechpost.com/2026/07/21/meta-open-sources-astryx-an-agent-ready-react-design-system-with-150-accessible-components-seven-themes-and-a-cli/
    Melaya Agent Builder for Governed Android Phones,Melaya,https://www.melaya.org
    Superserve Firecracker Sandboxes for Long-Running Agents,Superserve,https://www.superserve.ai/
    Flawless AI SRE AgenticOps Repository,GitHub,https://github.com/William-Lu-stack/Flawless
    nativ Local AI Mac App Repository,GitHub,https://github.com/Blaizzy/nativ
    VulnHunter Agentic AI Security Tool Repository,GitHub,https://github.com/capitalone/VulnHunter
    RunKit Phone-First tmux Console Repository,GitHub,https://github.com/sahil87/run-kit
    CodeRescue: Budget-Calibrated Recovery Routing for Coding Agents,arXiv,http://arxiv.org/abs/2607.19338v1
    ResearchArena: Evaluating Sabotage and Monitoring in Automated AI Research and Development,arXiv,http://arxiv.org/abs/2607.19321v1
    They’ll Verify. They Just Won’t Act.,arXiv,http://arxiv.org/abs/2607.19267v1
    HACO: Hedged Agent Computing for Reliable LLM Systems,arXiv,http://arxiv.org/abs/2607.19215v1
    MarkTechPost Open Source Category,MarkTechPost,https://www.marktechpost.com/category/technology/open-source/

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/07/evy-show-044.mp3?v=20260722112312
  - id: read_full_article
    method: GET
    href: /articles/2026-07-22-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-07-22-evys-morning-ai-brief/

@context
  > Today: compact security models, cheaper agent tiers, repository context, agent ops consoles, and new papers on verification-first agents.

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