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      <news:title>Astra Burns Tokens Noticeably Quickly, So Heavy Users Fall Back to Sol</news:title>
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      <news:title>Astra помітно швидко витрачає токени, тому користувачі повертаються до Sol</news:title>
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      <news:title>Google Labs Deploys CC Multi-User Agent Harness on Isolated Cloud Environments</news:title>
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      <news:title>Google Labs запускає CC: мультикористувацький агент на базі середовища Antigravity</news:title>
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      <news:title>Alibaba відкрила OpenCodeReview: скорочення витрат токенів на рев&apos;ю коду на 89%</news:title>
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      <news:title>Bonsai 2 27B Delivers Near-Lossless Ternary Compression for Coding Agents</news:title>
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    <loc>https://aitodaybrief.com/en/news/tutorials-and-guides/two-defensive-copyediting-rules-to-prevent-llms-from-degrading-your-writing</loc>
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      <news:title>Two Defensive Copyediting Rules to Prevent LLMs from Degrading Your Writing</news:title>
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      <news:title>Два правила вичитки, які не дадуть LLM зіпсувати авторський текст</news:title>
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    <loc>https://aitodaybrief.com/en/news/optimization/anthropic-open-sources-claude-generated-custom-gpu-kernels-for-4x-faster-inferen</loc>
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      <news:title>Anthropic Open-Sources Claude-Generated Custom GPU Kernels for 4x Faster Inference</news:title>
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      <news:publication_date>2026-09-19T00:12:49Z</news:publication_date>
      <news:title>Anthropic відкрила GPU-ядра від Claude, що прискорюють інференс у 4 рази</news:title>
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    <loc>https://aitodaybrief.com/en/news/agents-and-mcp/manage-kubernetes-clusters-via-local-model-context-protocol-server-container</loc>
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        <news:name>AI Today Brief</news:name>
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      <news:publication_date>2026-09-18T00:08:12Z</news:publication_date>
      <news:title>Manage Kubernetes Clusters via Local Model Context Protocol Server Container</news:title>
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  <url>
    <loc>https://aitodaybrief.com/uk/news/agents-and-mcp/manage-kubernetes-clusters-via-local-model-context-protocol-server-container</loc>
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      <news:publication_date>2026-09-18T00:08:12Z</news:publication_date>
      <news:title>Керування кластерами Kubernetes через локальний контейнер Model Context Protocol</news:title>
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    <loc>https://aitodaybrief.com/en/news/tools-and-releases/anthropic-merges-claude-cowork-and-chat-into-unified-background-agent-surface</loc>
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      <news:title>Anthropic Merges Claude Cowork and Chat into Unified Background Agent Surface</news:title>
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    <loc>https://aitodaybrief.com/uk/news/tools-and-releases/anthropic-merges-claude-cowork-and-chat-into-unified-background-agent-surface</loc>
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      <news:title>Anthropic об&apos;єднує Claude Cowork та чат в єдиний інтерфейс фонового агента</news:title>
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  <url>
    <loc>https://aitodaybrief.com/en/news/models-and-research/google-launches-gemini-3-8-live-and-extended-thinking-voice-models</loc>
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      <news:publication>
        <news:name>AI Today Brief</news:name>
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      <news:title>Google Launches Gemini 3.8 Live and Extended Thinking Voice Models</news:title>
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  <url>
    <loc>https://aitodaybrief.com/uk/news/models-and-research/google-launches-gemini-3-8-live-and-extended-thinking-voice-models</loc>
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      <news:publication_date>2026-09-18T00:08:12Z</news:publication_date>
      <news:title>Google представила моделі Gemini 3.8 Live та Extended Thinking для живого діалогу</news:title>
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  <url>
    <loc>https://aitodaybrief.com/en/news/tools-and-releases/open-source-projects-ban-vibe-coding-pull-requests-as-ps5-linux-maintainer-steps</loc>
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      <news:publication>
        <news:name>AI Today Brief</news:name>
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      <news:publication_date>2026-09-18T00:08:12Z</news:publication_date>
      <news:title>RPCS3 Bans Vibe Coding as PS5 Linux Lead Quits Over &quot;Noobs Using LLMs&quot;</news:title>
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      <news:title>RPCS3 забороняє вайб-кодинг, а керівник PS5 Linux іде через «нубів з LLM»</news:title>
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  <url>
    <loc>https://aitodaybrief.com/en/news/agents-and-mcp/google-home-exposes-smart-devices-to-model-context-protocol-agents</loc>
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        <news:name>AI Today Brief</news:name>
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      <news:publication_date>2026-09-18T00:08:12Z</news:publication_date>
      <news:title>Google Home Exposes Smart Devices to Model Context Protocol Agents</news:title>
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  <url>
    <loc>https://aitodaybrief.com/uk/news/agents-and-mcp/google-home-exposes-smart-devices-to-model-context-protocol-agents</loc>
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      <news:publication_date>2026-09-18T00:08:12Z</news:publication_date>
      <news:title>Google Home відкриває смарт-пристрої для агентів через Model Context Protocol</news:title>
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  <url>
    <loc>https://aitodaybrief.com/en/news/agents-and-mcp/listing-hosted-model-context-protocol-servers-across-major-directories-and-marke</loc>
    <news:news>
      <news:publication>
        <news:name>AI Today Brief</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-09-18T00:08:12Z</news:publication_date>
      <news:title>Listing Hosted Model Context Protocol Servers Across Major Directories and Marketplaces</news:title>
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  <url>
    <loc>https://aitodaybrief.com/uk/news/agents-and-mcp/listing-hosted-model-context-protocol-servers-across-major-directories-and-marke</loc>
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        <news:name>AI Today Brief</news:name>
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      <news:publication_date>2026-09-18T00:08:12Z</news:publication_date>
      <news:title>Публікація віддалених серверів Model Context Protocol у каталогах та маркетплейсах</news:title>
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  </url>
  <url>
    <loc>https://aitodaybrief.com/en/news/agents-and-mcp/agent-harness-benchmark-reveals-success-rates-across-gpt-6-astra-runners</loc>
    <news:news>
      <news:publication>
        <news:name>AI Today Brief</news:name>
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      <news:publication_date>2026-09-18T00:08:12Z</news:publication_date>
      <news:title>Six Agent Harnesses Compared: Codex, Hermes Agent, and Command Code Lead on Task Success Rate</news:title>
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  <url>
    <loc>https://aitodaybrief.com/uk/news/agents-and-mcp/agent-harness-benchmark-reveals-success-rates-across-gpt-6-astra-runners</loc>
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      <news:publication>
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      <news:publication_date>2026-09-18T00:08:12Z</news:publication_date>
      <news:title>Порівняння шести агентних каркасів: Codex, Hermes Agent і Command Code очолили список за успішністю завдань</news:title>
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  </url>
  <url>
    <loc>https://aitodaybrief.com/en/news/agents-and-mcp/mnemosyne-adds-local-memory-quickstart-for-hermes-agent-workflows</loc>
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      <news:publication>
        <news:name>AI Today Brief</news:name>
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      <news:publication_date>2026-09-19T00:12:49Z</news:publication_date>
      <news:title>Mnemosyne Adds Local Memory Quickstart for Hermes Agent Workflows</news:title>
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    <loc>https://aitodaybrief.com/uk/news/agents-and-mcp/mnemosyne-adds-local-memory-quickstart-for-hermes-agent-workflows</loc>
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      <news:title>Mnemosyne додає локальну персистентну пам&apos;ять для Hermes Agent</news:title>
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    <loc>https://aitodaybrief.com/en/news/tools-and-releases/anthropic-unifies-workspace-into-one-claude-with-collaborative-docs-and-slides</loc>
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      <news:title>Anthropic Unifies Workspace into One Claude with Collaborative Docs and Slides</news:title>
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      <news:title>Anthropic об&apos;єднує інтерфейс в One Claude та запускає спільні Docs і Slides</news:title>
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