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  route: /episodes/2026-08-20-evys-morning-ai-brief
  generated: 2026-09-01T10:23:06.898Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #070: Agent Reliability Moves Into The Work Loop
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 070
  headline: Agent Reliability Moves Into The Work Loop
  title: "Evy's Morning AI Brief #070 -- August 20, 2026"
  date: 2026-08-20
  runtime: 
  audio: /media/audio/2026/08/evy-show-070.mp3?v=20260820110944
  summary: "Today: AI coding-agent adoption data, smaller work batches, agent loop design, reversible shell commands, and fresh tool-use research."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 18
  sources[18]{title,publisher,url}:
    AI Coding Agents: Adoption Trends,JetBrains Research,https://blog.jetbrains.com/research/2026/08/ai-coding-agent-adoption-2026/
    "The Wrong Unit: Shipping Sooner, Not Faster",Codemanship,https://blog.codemanship.dev/smaller-steps-six-ai-coding-agents
    Designing Loops for Production-Grade Work,Liquid AI,https://www.liquid.ai/blog/agent-loops
    "Autonomous Security Agent: Continuous, Exploit-Validated Security",Donely,https://donely.ai/ai-employees/autonomous-security-agent
    Doover: Undo for AI Agent Shell Commands,GitHub,https://github.com/CaydenChik/doover
    Archron: Safe Write Access for AI Agents,Archron,https://www.archron.app/
    Semantica: Graph-Native Infrastructure for Accountable AI Systems,GitHub,https://github.com/semantica-agi/semantica
    DataDog Pup CLI Companion for AI Agents,GitHub,https://github.com/DataDog/pup
    Nodeterm: Node-Based Terminal Manager for AI Coding Agents,GitHub,https://github.com/eneskirca/nodeterm
    Open Agent Hub: Lightweight Capability Manager for Coding Assistants,GitHub,https://github.com/guanyang/open-agent-hub
    Sakana Namazu Model Listing,OpenRouter,https://openrouter.ai/sakana/sakana-namazu
    Upstage Solar Pro 4 Model Listing,OpenRouter,https://openrouter.ai/upstage/solar-pro4
    ByteDance Seed 2.1 Turbo Model Listing,OpenRouter,https://openrouter.ai/bytedance-seed/seed-2-1-turbo
    SemaPLC: Project-Grounded Verification-Gated Agent Harness for PLC Code Generation,Hugging Face Papers,https://huggingface.co/papers/2608.18565
    Looped Language Models Improve Compositional Tool Calling,Hugging Face Papers,https://huggingface.co/papers/2608.18171
    Training Leaves Traces: Centered Residual Signatures for Language Model Lineage Verification,Hugging Face Papers,https://huggingface.co/papers/2608.14929
    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/

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    href: /media/audio/2026/08/evy-show-070.mp3?v=20260820110944
  - id: read_full_article
    method: GET
    href: /articles/2026-08-20-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-08-20-evys-morning-ai-brief/

@context
  > Today: AI coding-agent adoption data, smaller work batches, agent loop design, reversible shell commands, and fresh tool-use research.

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