@meta
  v: 1
  route: /episodes/2026-08-30-evys-morning-ai-brief
  generated: 2026-10-16T22:29:07.722Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #080: Agent Validation Becomes The Workbench
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 080
  headline: Agent Validation Becomes The Workbench
  title: "Evy's Morning AI Brief #080 -- August 30, 2026"
  date: 2026-08-30
  runtime: 
  audio: /media/audio/2026/08/evy-show-080.mp3?v=20260830111245
  summary: "Today: validation frameworks, signed receipts, agent memory files, fresh coding-agent repos, and papers on durable agent skills."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 20
  sources[20]{title,publisher,url}:
    Only believe what you can validate: a verification framework for agentic AI,Microsoft Developer Blogs,https://devblogs.microsoft.com/all-things-azure/only-believe-what-you-can-validate/
    Runplane AI Risk-Control Product Page,Runplane,https://runplane.ai
    AgentGate: signed receipts for AI agent SaaS actions,GitHub,https://github.com/Clawdlinux/agentgate
    AIPass: AI Agents with Small JSON Memory Files,AIPass,https://aipass.ai
    Veryfront Code: Full-Stack AI Apps and Agents with TypeScript and React,GitHub,https://github.com/veryfront/veryfront-code
    MirroS Code-as-World: Executable World Representations,MarkTechPost,https://www.marktechpost.com/2026/08/29/mirros-code-as-world-executable-world-representations/
    Code-as-World Repository,GitHub,https://github.com/MirroS-Lab/Code-as-World
    my-free-code Multi-Provider Coding-Agent Gateway,GitHub,https://github.com/hkqr/my-free-code
    pentest-harness Self-Hosted AI Agent Harness,GitHub,https://github.com/S1N6H/pentest-harness
    headcount Agent Organization for Claude Code,GitHub,https://github.com/cbrock84/headcount
    lemmalog Datalog Engine for LLM Agent Memory,GitHub,https://github.com/JordyZomer/lemmalog
    acryl Agent Context Relay Yielding Lifecycles,GitHub,https://github.com/acryldev/acryl
    Tencent Hy4 preview Model Listing,OpenRouter,https://openrouter.ai/tencent/hy4-preview
    Ling 3.0 Flash Fin Model Listing,OpenRouter,https://openrouter.ai/inclusionai/ling-3.0-flash-fin:free
    WikiSkill: Compiling Agent Experience into Persistent Knowledge for Skill Evolution,arXiv,http://arxiv.org/abs/2608.27454v1
    INTENT-AS-A-TOOL Makes it Easy to Track Agentic Misalignment,arXiv,http://arxiv.org/abs/2608.27348v1
    BTS-AgentBench: Deterministic Replayable Pipeline from Telemetry Logs to Agent Benchmarks,arXiv,http://arxiv.org/abs/2608.27334v1
    "Verify Smarter, Evolve Further: Efficient Harness Evolution through Behavior-Aware Verification",arXiv,http://arxiv.org/abs/2608.27311v1
    Hacker News Algolia AI Agents Same-Day Scout,Hacker News Algolia,https://hn.algolia.com/api/v1/search_by_date?query=AI%20agents&tags=story
    MarkTechPost Open Source Category,MarkTechPost,https://www.marktechpost.com/category/technology/open-source/

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/08/evy-show-080.mp3?v=20260830111245
  - id: read_full_article
    method: GET
    href: /articles/2026-08-30-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-08-30-evys-morning-ai-brief/

@context
  > Today: validation frameworks, signed receipts, agent memory files, fresh coding-agent repos, and papers on durable agent skills.

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