@meta
  v: 1
  route: /episodes/2026-08-31-evys-morning-ai-brief
  generated: 2026-10-16T22:29:30.937Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #081: Agent Control Moves From Prompts To Runtime Gates
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 081
  headline: Agent Control Moves From Prompts To Runtime Gates
  title: "Evy's Morning AI Brief #081 -- August 31, 2026"
  date: 2026-08-31
  runtime: 
  audio: /media/audio/2026/08/evy-show-081.mp3?v=20260831110957
  summary: "Today’s brief tracks OpenClaw 2.0, runtime tool-call gates, agent background jobs, and new papers on context management and verifiable agent data."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 19
  sources[19]{title,publisher,url}:
    OpenClaw Releases OpenClaw 2.0,MarkTechPost,https://www.marktechpost.com/2026/08/30/openclaw-releases-openclaw-2-0-guided-model-setup-575-ms-control-ui-startup-and-one-trust-boundary-per-gateway/
    openclaw/openclaw GitHub Repository,GitHub,https://github.com/openclaw/openclaw
    Lowest-Latency Inference APIs for Voice and Realtime Agents,MarkTechPost,https://www.marktechpost.com/2026/08/30/lowest-latency-inference-apis-for-voice-and-realtime-agents-a-time-to-first-token-ttft-first-benchmark/
    Google AI Introduces EnvHarness,MarkTechPost,https://www.marktechpost.com/2026/08/30/google-ai-introduces-envharness-a-programmable-layer-that-turns-static-agent-environments-into-adaptive-training-worlds/
    google-research/envharness GitHub Repository,GitHub,https://github.com/google-research/envharness
    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
    DART-SD: Diamond-topology Aware Retrieval and Tuning for Self-Distillation of Multi-Turn Tool-Calling Agents,Hugging Face Papers,https://huggingface.co/papers/2608.18524
    ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RL,Hugging Face Papers,https://huggingface.co/papers/2608.28476
    What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents,Hugging Face Papers,https://huggingface.co/papers/2608.27260
    Meta Security Researcher's AI Agent Accidentally Deleted Her Emails,PCMag,https://au.pcmag.com/ai/116091/meta-security-researchers-ai-agent-accidentally-deleted-her-emails
    VajraClaw Deterministic Execution Guardrail GitHub Repository,GitHub,https://github.com/Top-Celestial-Company-Ltd/DROS-VajraClaw-Hacker
    Sonde Local Code Graph for AI Agents,GitHub,https://github.com/anishmoncivarghese/sonde
    Steer Tool-Call Rule Engine,GitHub,https://github.com/amalucelli/steer
    sandbase-harness Local-First Agent Runtime,GitHub,https://github.com/sandbaseai/sandbase-harness
    termio Terminal-First Agentic Development Environment,GitHub,https://github.com/termio-sh/termio
    langwatch LLM Evaluation and Agent Testing Platform,GitHub,https://github.com/langwatch/langwatch
    Hacker News 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-081.mp3?v=20260831110957
  - id: read_full_article
    method: GET
    href: /articles/2026-08-31-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-08-31-evys-morning-ai-brief/

@context
  > Today’s brief tracks OpenClaw 2.0, runtime tool-call gates, agent background jobs, and new papers on context management and verifiable agent data.

@nav
  self:      /episodes/2026-08-31-evys-morning-ai-brief.agent
  parents:   [/.agent, /archive.agent]
  peers:     [/episodes/2026-10-16-evys-morning-ai-brief.agent, /episodes/2026-10-15-evys-morning-ai-brief.agent, /episodes/2026-10-14-evys-morning-ai-brief.agent, /episodes/2026-10-13-evys-morning-ai-brief.agent]