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      <news:title>Why frontier Anthropic models are performing worse on strict tool calling schemas</news:title>
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    <loc>https://aitodaybrief.com/uk/optimizing-agent-tool-calling-and-code-editing/why-frontier-anthropic-models-are-performing-worse-on-strict-tool-calling-schema</loc>
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      <news:title>Чому новіші моделі Anthropic гірше справляються зі строгими схемами виклику інструментів</news:title>
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      <news:title>How Claude Fable shipped sqlite-utils 4.0rc2 for 150 dollars</news:title>
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      <news:title>Як Claude Fable розробив реліз sqlite-utils 4.0rc2 за 150 доларів</news:title>
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      <news:title>Optimizing Model Context Protocol Tool Selection to Prevent Agent Hallucinations</news:title>
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      <news:title>Оптимізація вибору інструментів Model Context Protocol для запобігання галюцинаціям агентів</news:title>
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      <news:title>SvelteChatKit Offers a Provider-Agnostic Streaming Chat UI Kit for SvelteKit</news:title>
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      <news:title>SvelteChatKit надає універсальний інтерфейс чату для SvelteKit</news:title>
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    <loc>https://aitodaybrief.com/en/building-the-agent-ecosystem-with-filesystem-tools-and-personal-os/former-qwen-lead-junyang-lin-details-shift-from-model-training-to-agent-environm</loc>
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      <news:title>Former Qwen Lead Junyang Lin Details Shift from Model Training to Agent Environments</news:title>
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    <loc>https://aitodaybrief.com/uk/building-the-agent-ecosystem-with-filesystem-tools-and-personal-os/former-qwen-lead-junyang-lin-details-shift-from-model-training-to-agent-environm</loc>
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      <news:title>Колишній керівник розробки Qwen Цзюньян Лінь описав перехід від навчання моделей до агентів</news:title>
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    <loc>https://aitodaybrief.com/en/optimizing-tool-selection-and-taming-claude-jargon/code-cleanliness-cuts-claude-code-token-usage-by-eight-percent</loc>
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      <news:title>Code cleanliness cuts Claude Code token usage by eight percent</news:title>
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      <news:title>Чистота коду знижує витрати токенів у Claude Code на вісім відсотків</news:title>
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    <loc>https://aitodaybrief.com/en/optimizing-tool-selection-and-taming-claude-jargon/mitigating-regression-to-the-mean-and-model-collapse-in-generative-pipelines</loc>
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      <news:title>Mitigating Regression to the Mean and Model Collapse in Generative Pipelines</news:title>
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      <news:publication_date>2026-07-06T19:15:11Z</news:publication_date>
      <news:title>Запобігання регресії до середнього та колапсу моделей у генеративних конвеєрах</news:title>
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    <loc>https://aitodaybrief.com/en/firefox-vulkan-decoding-vibe-coding-scale-and-mistral-platform-updates/leveraging-the-mistral-ai-platform-beyond-standard-chatbot-integrations</loc>
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      <news:publication_date>2026-07-05T11:00:14Z</news:publication_date>
      <news:title>Leveraging the Mistral AI Platform Beyond Standard Chatbot Integrations</news:title>
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  <url>
    <loc>https://aitodaybrief.com/uk/firefox-vulkan-decoding-vibe-coding-scale-and-mistral-platform-updates/leveraging-the-mistral-ai-platform-beyond-standard-chatbot-integrations</loc>
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        <news:language>uk</news:language>
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      <news:publication_date>2026-07-05T11:00:14Z</news:publication_date>
      <news:title>Використання платформи Mistral AI поза межами стандартних чат-ботів</news:title>
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  <url>
    <loc>https://aitodaybrief.com/en/optimizing-tool-selection-and-taming-claude-jargon/photoroom-prx-data-playbook-jpeg-92-storage-and-lance-mds-sharding</loc>
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      <news:title>Photoroom PRX Data Playbook: JPEG 92 Storage and Lance-MDS Sharding</news:title>
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  <url>
    <loc>https://aitodaybrief.com/uk/optimizing-tool-selection-and-taming-claude-jargon/photoroom-prx-data-playbook-jpeg-92-storage-and-lance-mds-sharding</loc>
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      <news:publication_date>2026-07-06T19:15:11Z</news:publication_date>
      <news:title>Стратегія даних Photoroom PRX: стиснення JPEG 92 та шардинг Lance-MDS</news:title>
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  <url>
    <loc>https://aitodaybrief.com/en/firefox-vulkan-decoding-vibe-coding-scale-and-mistral-platform-updates/building-a-monetized-app-with-claude-and-managing-130-000-lines-of-ai-code</loc>
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      <news:title>Building a Monetized App with Claude and Managing 130,000 Lines of AI Code</news:title>
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    <loc>https://aitodaybrief.com/uk/firefox-vulkan-decoding-vibe-coding-scale-and-mistral-platform-updates/building-a-monetized-app-with-claude-and-managing-130-000-lines-of-ai-code</loc>
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      <news:publication_date>2026-07-05T11:00:14Z</news:publication_date>
      <news:title>Створення монетизованого додатку за допомогою Claude та менеджмент 130 000 рядків ШІ-коду</news:title>
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    <loc>https://aitodaybrief.com/en/building-the-agent-ecosystem-with-filesystem-tools-and-personal-os/istota-personal-ai-operating-system-integrates-with-nextcloud-and-plain-text-led</loc>
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      <news:publication_date>2026-07-05T18:28:50Z</news:publication_date>
      <news:title>Istota Personal AI Operating System Integrates with Nextcloud and Plain-Text Ledgers</news:title>
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    <loc>https://aitodaybrief.com/uk/building-the-agent-ecosystem-with-filesystem-tools-and-personal-os/istota-personal-ai-operating-system-integrates-with-nextcloud-and-plain-text-led</loc>
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      <news:publication_date>2026-07-05T18:28:50Z</news:publication_date>
      <news:title>Персональна ОС Istota інтегрує локальний ШІ з Nextcloud та текстовою бухгалтерією</news:title>
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    <loc>https://aitodaybrief.com/en/agentic-coding-limitations-and-robotics-model-availability/persistent-limitations-in-codex-agentic-frontend-design-and-orchestration</loc>
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      <news:publication_date>2026-07-05T12:01:48Z</news:publication_date>
      <news:title>Persistent Limitations in Codex Agentic Frontend Design and Orchestration</news:title>
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    <loc>https://aitodaybrief.com/uk/agentic-coding-limitations-and-robotics-model-availability/persistent-limitations-in-codex-agentic-frontend-design-and-orchestration</loc>
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      <news:publication_date>2026-07-05T12:01:48Z</news:publication_date>
      <news:title>Постійні обмеження Codex у фронтенд-дизайні та агентній оркестрації</news:title>
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    <loc>https://aitodaybrief.com/en/optimizing-tool-selection-and-taming-claude-jargon/edgee-compressor-v2-cuts-developer-agent-token-costs-by-fifty-percent</loc>
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      <news:publication_date>2026-07-06T19:15:11Z</news:publication_date>
      <news:title>Edgee Compressor V2 optimizes developer agent token costs with three-layer compression</news:title>
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    <loc>https://aitodaybrief.com/uk/optimizing-tool-selection-and-taming-claude-jargon/edgee-compressor-v2-cuts-developer-agent-token-costs-by-fifty-percent</loc>
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      <news:publication_date>2026-07-06T19:15:11Z</news:publication_date>
      <news:title>Edgee Compressor V2 оптимізує витрати агентів на токени завдяки тришаровому стисненню</news:title>
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    <loc>https://aitodaybrief.com/en/optimizing-tool-selection-and-taming-claude-jargon/omniroute-launches-as-a-free-unified-artificial-intelligence-gateway</loc>
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      <news:publication_date>2026-07-06T19:15:11Z</news:publication_date>
      <news:title>OmniRoute launches as a free unified artificial intelligence gateway</news:title>
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    <loc>https://aitodaybrief.com/uk/optimizing-tool-selection-and-taming-claude-jargon/omniroute-launches-as-a-free-unified-artificial-intelligence-gateway</loc>
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      <news:publication_date>2026-07-06T19:15:11Z</news:publication_date>
      <news:title>OmniRoute запускається як безкоштовний уніфікований шлюз для штучного інтелекту</news:title>
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    <loc>https://aitodaybrief.com/en/optimizing-tool-selection-and-taming-claude-jargon/anthropic-splits-claude-subscription-billing-ending-subsidized-third-party-agent</loc>
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      <news:publication_date>2026-07-06T19:15:11Z</news:publication_date>
      <news:title>Anthropic Splits Claude Subscription Billing, Ending Subsidized Third-Party Agent Use</news:title>
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    <loc>https://aitodaybrief.com/uk/optimizing-tool-selection-and-taming-claude-jargon/anthropic-splits-claude-subscription-billing-ending-subsidized-third-party-agent</loc>
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      <news:title>Anthropic розділяє тарифікацію підписок Claude, припиняючи субсидіювання сторонніх агентів</news:title>
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    <loc>https://aitodaybrief.com/en/building-the-agent-ecosystem-with-filesystem-tools-and-personal-os/llamaindex-legal-kb-reference-app-implements-agentic-retrieval-harness-with-file</loc>
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      <news:publication_date>2026-07-05T18:28:50Z</news:publication_date>
      <news:title>LlamaIndex legal-kb Reference App Implements Agentic Retrieval Harness with Filesystem-Style Tools</news:title>
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  <url>
    <loc>https://aitodaybrief.com/uk/building-the-agent-ecosystem-with-filesystem-tools-and-personal-os/llamaindex-legal-kb-reference-app-implements-agentic-retrieval-harness-with-file</loc>
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      <news:publication_date>2026-07-05T18:28:50Z</news:publication_date>
      <news:title>Довідковий застосунок LlamaIndex legal-kb реалізує пошукову систему для агентів за принципом файлової системи</news:title>
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