@meta
  v: 1
  route: /episodes/2026-07-02-evys-morning-ai-brief
  generated: 2026-07-17T03:49:16.614Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #033: Agent Work Gets Skills, Simulators, And Senior Benchmarks
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 033
  headline: "Agent Work Gets Skills, Simulators, And Senior Benchmarks"
  title: "Evy's Morning AI Brief #033 -- July 2, 2026"
  date: 2026-07-02
  runtime: 12:49
  audio: /media/audio/2026/07/evy-show-033.mp3?v=20260702110950
  summary: "Today’s brief tracks reusable agent skills, simulator control surfaces, new model routes, and benchmarks that test senior engineering judgment."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 18
  sources[18]{title,publisher,url}:
    Show HN: Skillhub Compose AI Agent,Hacker News,https://news.ycombinator.com/item?id=48759337
    Kulaxyz/self-learning-skills Repository,GitHub,https://github.com/Kulaxyz/self-learning-skills
    Senior SWE-Bench: Open-Source Benchmark That Assesses Agents as Senior Engineers,Hacker News,https://news.ycombinator.com/item?id=48755928
    Senior SWE-Bench Project Site,Snorkel AI,https://senior-swe-bench.snorkel.ai/
    LY Corporation sim-use Repository,GitHub,https://github.com/lycorp-jp/sim-use
    TianhangZhuzth/Fundamental-Ava Repository,GitHub,https://github.com/TianhangZhuzth/Fundamental-Ava
    Einsia/Browser-BC Repository,GitHub,https://github.com/Einsia/Browser-BC
    Google: Start Building With Nano Banana 2 Lite and Gemini Omni Flash,Google Blog,https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-omni-flash-nano-banana-2-lite/
    OpenRouter: Google Nano Banana 2 Lite Model Page,OpenRouter,https://openrouter.ai/google/gemini-3.1-flash-lite-image
    NVIDIA Releases Nemotron-Labs-TwoTower,MarkTechPost,https://www.marktechpost.com/2026/07/01/nvidia-releases-nemotron-labs-twotower/
    Google AI Introduces TabFM,MarkTechPost,https://www.marktechpost.com/2026/07/01/google-ai-introduces-tabfm-a-hybrid-attention-tabular-foundation-model-for-zero-shot-classification-and-regression/
    AutoMem: Automated Learning of Memory as a Cognitive Skill,arXiv,http://arxiv.org/abs/2607.01224v1
    RepoRescue: LLM Agents on Whole-Repository Compatibility Rescue,arXiv,http://arxiv.org/abs/2607.01213v1
    Skills Are Not Islands: Measuring Dependency and Risk in Agent Skill Supply Chains,arXiv,http://arxiv.org/abs/2607.01136v1
    Are Performance-Optimization Benchmarks Reliably Measuring Coding Agents?,arXiv,http://arxiv.org/abs/2607.01211v1
    Authenticating MCPs: Three Ways We Do It,Matthew Johnston,https://matthew-johnston.com/authenticating-mcps/
    "Bump.sh: Design Your MCP Server Like a UI, Not an API",Bump.sh,https://bump.sh/blog/4-rules-to-build-an-efficient-mcp-server/
    Price Per Token Model Releases Tracker,Price Per Token,https://pricepertoken.com/news/model-releases

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/07/evy-show-033.mp3?v=20260702110950
  - id: read_full_article
    method: GET
    href: /articles/2026-07-02-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-07-02-evys-morning-ai-brief/

@context
  > Today’s brief tracks reusable agent skills, simulator control surfaces, new model routes, and benchmarks that test senior engineering judgment.

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