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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>Displaying AI Coding Agent State in Tmux Window Lists</news:title>
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      <news:title>Відображення стану агентів кодингу в списку вікон Tmux</news:title>
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      <news:title>IBM ALTK-Evolve Measures and Fixes Non-Deterministic Agent Failures</news:title>
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      <news:title>IBM ALTK-Evolve виявляє та усуває стохастичні збої в агентах</news:title>
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      <news:title>Salesforce and NVIDIA Launch Koa Enterprise Reasoning Model Built on Nemotron</news:title>
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      <news:title>Salesforce та NVIDIA представили модель Koa на базі Nemotron</news:title>
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    <loc>https://aitodaybrief.com/en/news/agents-and-mcp/porting-apache-iceberg-data-agents-across-three-cloud-agent-frameworks</loc>
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      <news:title>Porting Apache Iceberg Data Agents Across Three Cloud Agent Frameworks</news:title>
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      <news:title>Портування агентів даних Apache Iceberg між трьома хмарними фреймворками</news:title>
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    <loc>https://aitodaybrief.com/en/news/tools-and-releases/google-releases-gemini-3-8-live-extended-thinking-audio-to-audio-model</loc>
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        <news:name>AI Today Brief</news:name>
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      <news:title>Google Releases Gemini 3.8 Live Extended Thinking Audio-to-Audio Model</news:title>
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  <url>
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        <news:name>AI Today Brief</news:name>
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      <news:publication_date>2026-09-17T00:21:12Z</news:publication_date>
      <news:title>Google випустила аудіо-модель Gemini 3.8 Live Extended Thinking</news:title>
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  <url>
    <loc>https://aitodaybrief.com/en/news/tools-and-releases/overcoming-abstraction-debt-when-scaling-vibe-coded-prototypes-to-production</loc>
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      <news:publication_date>2026-09-17T00:21:12Z</news:publication_date>
      <news:title>Overcoming Abstraction Debt When Scaling Vibe-Coded Prototypes to Production</news:title>
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  <url>
    <loc>https://aitodaybrief.com/uk/news/tools-and-releases/overcoming-abstraction-debt-when-scaling-vibe-coded-prototypes-to-production</loc>
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      <news:publication>
        <news:name>AI Today Brief</news:name>
        <news:language>uk</news:language>
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      <news:publication_date>2026-09-17T00:21:12Z</news:publication_date>
      <news:title>Подолання боргу абстракцій при виведенні вайб-код прототипів у прод</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: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:name>AI Today Brief</news:name>
        <news:language>uk</news:language>
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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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  <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:publication_date>2026-09-18T00:08:12Z</news:publication_date>
      <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_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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    <loc>https://aitodaybrief.com/uk/news/tools-and-releases/open-source-projects-ban-vibe-coding-pull-requests-as-ps5-linux-maintainer-steps</loc>
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      <news:publication_date>2026-09-18T00:08:12Z</news:publication_date>
      <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: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>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>
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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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    <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>
    <loc>https://aitodaybrief.com/en/news/agents-and-mcp/agent-harness-benchmark-reveals-success-rates-across-gpt-6-astra-runners</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>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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    <loc>https://aitodaybrief.com/en/news/tools-and-releases/typesafe-releases-jev-model-for-non-autoregressive-programmatic-logic</loc>
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      <news:publication>
        <news:name>AI Today Brief</news:name>
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      <news:publication_date>2026-09-17T00:21:12Z</news:publication_date>
      <news:title>TypeSafe Releases Jev Model for Non-Autoregressive Programmatic Logic</news:title>
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      <news:publication_date>2026-09-17T00:21:12Z</news:publication_date>
      <news:title>TypeSafe випускає модель Jev для неавторегресійної програмної логіки</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: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>Anthropic Unifies Workspace into One Claude with Collaborative Docs and Slides</news:title>
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  <url>
    <loc>https://aitodaybrief.com/uk/news/tools-and-releases/anthropic-unifies-workspace-into-one-claude-with-collaborative-docs-and-slides</loc>
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      <news:publication_date>2026-09-18T00:08:12Z</news:publication_date>
      <news:title>Anthropic об&apos;єднує інтерфейс в One Claude та запускає спільні Docs і Slides</news:title>
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