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<loc>https://efrem.io/blog/en/a-genai-chat-with-aiquis-and-arthur/</loc>
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<url>
<loc>https://efrem.io/blog/pt/mcp-is-a-way-to-democratize-the-agent-experience/</loc>
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<loc>https://efrem.io/blog/en/before-rag-and-mcp-learn-the-basics/</loc>
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<loc>https://efrem.io/blog/en/devs-watch-igors-keynote/</loc>
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<url>
<loc>https://efrem.io/blog/pt/before-rag-and-mcp-learn-the-basics/</loc>
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<url>
<loc>https://efrem.io/blog/pt/devs-watch-igors-keynote/</loc>
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<url>
<loc>https://efrem.io/blog/en/lovable-to-be-a-better-product-person/</loc>
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<loc>https://efrem.io/blog/pt/lovable-to-be-a-better-product-person/</loc>
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<loc>https://efrem.io/blog/pt/context-engineering-do-we-need-another-concept/</loc>
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<loc>https://efrem.io/blog/pt/google-docs-markdown-copy-and-paste/</loc>
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<url>
<loc>https://efrem.io/blog/en/genai-projects-with-a-university-ai-center/</loc>
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<url>
<loc>https://efrem.io/blog/pt/genai-projects-with-a-university-ai-center/</loc>
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<url>
<loc>https://efrem.io/blog/en/are-we-going-back-to-the-terminal/</loc>
<lastmod>2025-07-17T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/are-we-going-back-to-the-terminal/</loc>
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</url>
<url>
<loc>https://efrem.io/blog/en/instead-of-a-saas-i-open-chatgpt-gemini-or-colab/</loc>
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<url>
<loc>https://efrem.io/blog/pt/instead-of-a-saas-i-open-chatgpt-gemini-or-colab/</loc>
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<url>
<loc>https://efrem.io/blog/en/a-genai-workshop-for-high-school-students/</loc>
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<url>
<loc>https://efrem.io/blog/pt/a-genai-workshop-for-high-school-students/</loc>
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<url>
<loc>https://efrem.io/blog/en/mcp-in-the-openai-dashboard/</loc>
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<url>
<loc>https://efrem.io/blog/en/the-best-hacks-for-a-product-person-using-a-coding-agent/</loc>
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<loc>https://efrem.io/blog/en/migrating-to-gpt-5-has-been-painful/</loc>
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<loc>https://efrem.io/blog/pt/migrating-to-gpt-5-has-been-painful/</loc>
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<loc>https://efrem.io/blog/en/implementing-gpt-5-mini-with-lovable-codex-and-cursor-agents/</loc>
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<url>
<loc>https://efrem.io/blog/en/recording-an-episode-with-a-longtime-friend/</loc>
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<url>
<loc>https://efrem.io/blog/pt/recording-an-episode-with-a-longtime-friend/</loc>
<lastmod>2025-08-13T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/gemini-vs-colab-vs-chatgpt/</loc>
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<url>
<loc>https://efrem.io/blog/pt/gemini-vs-colab-vs-chatgpt/</loc>
<lastmod>2025-08-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/is-fine-tuning-still-worth-it/</loc>
<lastmod>2025-08-21T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/is-fine-tuning-still-worth-it/</loc>
<lastmod>2025-08-21T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/my-last-day-at-pipefy/</loc>
<lastmod>2025-09-09T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/my-last-day-at-pipefy/</loc>
<lastmod>2025-09-09T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/more-builders-fewer-roles/</loc>
<lastmod>2025-09-22T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/more-builders-fewer-roles/</loc>
<lastmod>2025-09-22T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/15-minutes-of-prompting-5-hours-of-editing/</loc>
<lastmod>2025-09-23T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/my-interview-with-marcelo-khoury-about-vibe-coding/</loc>
<lastmod>2025-09-23T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/15-minutes-of-prompting-5-hours-of-editing/</loc>
<lastmod>2025-09-23T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/my-interview-with-marcelo-khoury-about-vibe-coding/</loc>
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<url>
<loc>https://efrem.io/blog/en/my-public-commitment-to-study-ai/</loc>
<lastmod>2025-09-24T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/my-public-commitment-to-study-ai/</loc>
<lastmod>2025-09-24T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/vibe-coding-works-for-a-single-person/</loc>
<lastmod>2025-09-29T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/vibe-coding-works-for-a-single-person/</loc>
<lastmod>2025-09-29T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/week-1-of-ai-studies-a-lot-of-math/</loc>
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<url>
<loc>https://efrem.io/blog/pt/week-1-of-ai-studies-a-lot-of-math/</loc>
<lastmod>2025-09-30T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/my-vibe-coding-workflow/</loc>
<lastmod>2025-10-02T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/my-vibe-coding-workflow/</loc>
<lastmod>2025-10-02T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/a-genai-automation-service-as-a-product/</loc>
<lastmod>2025-10-03T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/a-genai-automation-service-as-a-product/</loc>
<lastmod>2025-10-03T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/notebooklm-is-another-level-when-you-have-the-sources/</loc>
<lastmod>2025-10-06T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/notebooklm-is-another-level-when-you-have-the-sources/</loc>
<lastmod>2025-10-06T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/agentkit-wont-kill-the-ipaas/</loc>
<lastmod>2025-10-07T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/agentkit-wont-kill-the-ipaas/</loc>
<lastmod>2025-10-07T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/creating-product-as-art/</loc>
<lastmod>2025-10-08T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/pt/creating-product-as-art/</loc>
<lastmod>2025-10-08T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/you-dont-need-optimization-algorithms-to-be-good-at-genai/</loc>
<lastmod>2025-10-10T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/you-dont-need-optimization-algorithms-to-be-good-at-genai/</loc>
<lastmod>2025-10-10T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/product-camp-brasil-one-of-my-favorite-events/</loc>
<lastmod>2025-10-14T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/product-camp-brasil-one-of-my-favorite-events/</loc>
<lastmod>2025-10-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/building-open-source-products/</loc>
<lastmod>2025-10-15T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/pt/building-open-source-products/</loc>
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</url>
<url>
<loc>https://efrem.io/blog/en/a-review-written-by-ai/</loc>
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<url>
<loc>https://efrem.io/blog/pt/a-review-written-by-ai/</loc>
<lastmod>2025-10-17T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/agentic-automation-as-a-service/</loc>
<lastmod>2025-10-20T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/agentic-automation-as-a-service/</loc>
<lastmod>2025-10-20T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/agents-vs-assistants/</loc>
<lastmod>2025-10-21T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/pt/agents-vs-assistants/</loc>
<lastmod>2025-10-21T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/over-engineering-a-confession/</loc>
<lastmod>2025-10-22T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/pt/over-engineering-a-confession/</loc>
<lastmod>2025-10-22T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/deterministic-vs-probabilistic-agentic-processes/</loc>
<lastmod>2025-10-28T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/deterministic-vs-probabilistic-agentic-processes/</loc>
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<url>
<loc>https://efrem.io/blog/en/the-dumb-use-of-ai/</loc>
<lastmod>2025-11-07T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/the-dumb-use-of-ai/</loc>
<lastmod>2025-11-07T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/how-genai-is-making-me-a-better-teacher/</loc>
<lastmod>2025-11-13T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/how-genai-is-making-me-a-better-teacher/</loc>
<lastmod>2025-11-13T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/gemini-live-in-ai-studio-as-my-daily-pair/</loc>
<lastmod>2025-11-19T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/gemini-live-in-ai-studio-as-my-daily-pair/</loc>
<lastmod>2025-11-19T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/craft-hallucination-and-whats-left-for-humans/</loc>
<lastmod>2025-11-24T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/craft-hallucination-and-whats-left-for-humans/</loc>
<lastmod>2025-11-24T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/the-webmaster-era-of-vibe-coding/</loc>
<lastmod>2025-11-27T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/pt/the-webmaster-era-of-vibe-coding/</loc>
<lastmod>2025-11-27T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/my-chat-with-the-bb-team-about-genai-in-product/</loc>
<lastmod>2025-11-28T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/my-chat-with-the-bb-team-about-genai-in-product/</loc>
<lastmod>2025-11-28T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/lovable-to-create-n8n-for-production/</loc>
<lastmod>2025-12-02T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/lovable-to-create-n8n-for-production/</loc>
<lastmod>2025-12-02T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/a-bazooka-to-kill-a-fly/</loc>
<lastmod>2025-12-04T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/pt/a-bazooka-to-kill-a-fly/</loc>
<lastmod>2025-12-04T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/my-product-camp-brasil-talk-on-genai/</loc>
<lastmod>2025-12-12T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/my-product-camp-brasil-talk-on-genai/</loc>
<lastmod>2025-12-12T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/two-ways-out-for-ai-products/</loc>
<lastmod>2026-01-06T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/two-ways-out-for-ai-products/</loc>
<lastmod>2026-01-06T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/seeds-planted-10-years-ago/</loc>
<lastmod>2026-01-20T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/pt/seeds-planted-10-years-ago/</loc>
<lastmod>2026-01-20T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/an-intro-to-genai-with-two-friends/</loc>
<lastmod>2026-01-21T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/an-intro-to-genai-with-two-friends/</loc>
<lastmod>2026-01-21T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/the-gap-between-academia-and-the-market-in-ai/</loc>
<lastmod>2026-01-26T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/the-gap-between-academia-and-the-market-in-ai/</loc>
<lastmod>2026-01-26T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/yc-cursor-for-product-managers-and-the-forgotten-builders/</loc>
<lastmod>2026-02-04T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/yc-cursor-for-product-managers-and-the-forgotten-builders/</loc>
<lastmod>2026-02-04T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/knowing-how-to-write-is-an-underrated-skill/</loc>
<lastmod>2026-02-12T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/knowing-how-to-write-is-an-underrated-skill/</loc>
<lastmod>2026-02-12T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/i-want-to-be-in-the-last-1-percent-to-be-replaced/</loc>
<lastmod>2026-03-02T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/i-want-to-be-in-the-last-1-percent-to-be-replaced/</loc>
<lastmod>2026-03-02T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/products-main-job-is-discovering-what-is-worth-building/</loc>
<lastmod>2026-03-04T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/products-main-job-is-discovering-what-is-worth-building/</loc>
<lastmod>2026-03-04T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/enjoying-coding-with-ai/</loc>
<lastmod>2026-03-10T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/enjoying-coding-with-ai/</loc>
<lastmod>2026-03-10T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/who-will-talk-about-federation-in-vibe-coding/</loc>
<lastmod>2026-03-11T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/pt/who-will-talk-about-federation-in-vibe-coding/</loc>
<lastmod>2026-03-11T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/product-led-ops-the-ops-crowd-flying-with-genai/</loc>
<lastmod>2026-03-13T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/product-led-ops-the-ops-crowd-flying-with-genai/</loc>
<lastmod>2026-03-13T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/throwing-n8n-flows-into-claude-code/</loc>
<lastmod>2026-03-16T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/throwing-n8n-flows-into-claude-code/</loc>
<lastmod>2026-03-16T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/code-is-not-the-hard-part/</loc>
<lastmod>2026-03-26T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/code-is-not-the-hard-part/</loc>
<lastmod>2026-03-26T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/building-a-team-of-n8n-and-agent-builders-at-saude-bliss/</loc>
<lastmod>2026-04-08T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/building-a-team-of-n8n-and-agent-builders-at-saude-bliss/</loc>
<lastmod>2026-04-08T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/genai-and-google-colab-are-underrated/</loc>
<lastmod>2026-04-16T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/genai-and-google-colab-are-underrated/</loc>
<lastmod>2026-04-16T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/open-sourcing-my-n8n-flow-testing-project/</loc>
<lastmod>2026-04-22T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/open-sourcing-my-n8n-flow-testing-project/</loc>
<lastmod>2026-04-22T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/four-job-archetypes-or-just-two/</loc>
<lastmod>2026-05-06T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/four-job-archetypes-or-just-two/</loc>
<lastmod>2026-05-06T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/builders-are-leaving-n8n-for-claude-code/</loc>
<lastmod>2026-05-11T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/builders-are-leaving-n8n-for-claude-code/</loc>
<lastmod>2026-05-11T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/what-i-give-up-with-low-code/</loc>
<lastmod>2026-05-13T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/what-i-give-up-with-low-code/</loc>
<lastmod>2026-05-13T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://efrem.io/blog/en/why-non-devs-love-claude-code-legacy/</loc>
<lastmod>2026-05-18T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/why-non-devs-love-claude-code-legacy/</loc>
<lastmod>2026-05-18T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/lovable-is-still-a-better-experience-than-claude-code/</loc>
<lastmod>2026-05-20T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/lovable-is-still-a-better-experience-than-claude-code/</loc>
<lastmod>2026-05-20T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/end-to-end-product-and-closer-to-being-a-dev/</loc>
<lastmod>2026-05-22T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/end-to-end-product-and-closer-to-being-a-dev/</loc>
<lastmod>2026-05-22T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/being-ai-savvy-is-no-longer-optional/</loc>
<lastmod>2026-06-19T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/being-ai-savvy-is-no-longer-optional/</loc>
<lastmod>2026-06-19T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/how-to-teach-critical-use-of-ai/</loc>
<lastmod>2026-07-13T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/pt/how-to-teach-critical-use-of-ai/</loc>
<lastmod>2026-07-13T00:00:00+00:00</lastmod>
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<url>
<loc>https://efrem.io/blog/en/the-problem-is-being-a-mere-proxy-for-ai/</loc>
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<url>
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<url>
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<url>
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