{"product_id":"n8n-x-tech-digest-to-telegram-claude-deepseek-workflow","title":"n8n X Tech Digest to Telegram (Claude + DeepSeek) Workflow","description":"\u003ch3\u003eGet a clean daily tech digest from X—automatically—straight to Telegram\u003c\/h3\u003e\n\u003cp\u003eThe \u003cstrong\u003en8n X Tech Digest to Telegram (Claude + DeepSeek)\u003c\/strong\u003e workflow pulls original posts from your selected X accounts every weekday morning, curates the highlights with \u003cstrong\u003eAnthropic Claude\u003c\/strong\u003e (with a \u003cstrong\u003eFireworks DeepSeek\u003c\/strong\u003e fallback), and sends a ready-to-read \u003cstrong\u003eMarkdown\u003c\/strong\u003e tech summary to your \u003cstrong\u003eTelegram\u003c\/strong\u003e chat.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRuns on schedule:\u003c\/strong\u003e executes every weekday at \u003cstrong\u003e07:25\u003c\/strong\u003e via a cron trigger.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eBuilds a 24-hour window:\u003c\/strong\u003e creates a timezone-aware timeframe covering the last 24 hours.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSearches X accounts:\u003c\/strong\u003e expands the configured list of X usernames and queries \u003cstrong\u003eTwitterAPI.io advanced search\u003c\/strong\u003e for each account (excluding replies), applying throttling and tracking any account lookup failures.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFilters \u0026amp; deduplicates:\u003c\/strong\u003e keeps only \u003cstrong\u003eoriginal tweets\u003c\/strong\u003e within the last 24 hours, then deduplicates and sorts them into a single digest payload.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eLLM curation:\u003c\/strong\u003e if tweets exist, sends them to \u003cstrong\u003eAnthropic Claude Haiku 4.5\u003c\/strong\u003e to remove noise and generate a \u003cstrong\u003eTelegram-compatible Markdown\u003c\/strong\u003e digest; if the primary model isn’t available, it falls back to \u003cstrong\u003eFireworks DeepSeek\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eNo-tweets handling:\u003c\/strong\u003e if nothing is found, posts a “nothing to report” message and can also include accounts that could not be read.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSends to Telegram:\u003c\/strong\u003e delivers the final message to your configured Telegram chat.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eFor \u003cstrong\u003eSaaS operators\u003c\/strong\u003e, get daily updates from key engineering and product accounts without manual scanning.\u003c\/li\u003e\n  \u003cli\u003eFor \u003cstrong\u003eautomation engineers\u003c\/strong\u003e, deploy a practical X-to-LLM-to-Telegram pipeline with reliable scheduling and filtering.\u003c\/li\u003e\n  \u003cli\u003eFor teams monitoring tech signals, receive a curated summary of \u003cstrong\u003eoriginal posts\u003c\/strong\u003e (not replies) in one place.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTwitterAPI.io\u003c\/strong\u003e (API key via header auth: \u003cem\u003eX-API-Key\u003c\/em\u003e) for pulling posts.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAnthropic Claude Haiku 4.5\u003c\/strong\u003e for digest generation, with \u003cstrong\u003eFireworks DeepSeek\u003c\/strong\u003e as fallback.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTelegram\u003c\/strong\u003e node to send the Markdown summary.\u003c\/li\u003e\n  \u003cli\u003eWorkflow nodes include: \u003cstrong\u003eif\u003c\/strong\u003e, \u003cstrong\u003eset\u003c\/strong\u003e, \u003cstrong\u003ecode\u003c\/strong\u003e, \u003cstrong\u003emerge\u003c\/strong\u003e, and \u003cstrong\u003esticky note\u003c\/strong\u003e.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45785718358195,"sku":"N8N-17901","price":49.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/Azzp04JVHhQplgOBRZmBZ_Fk6T5lex.png?v=1786180401","url":"https:\/\/buyflowscripts.com\/products\/n8n-x-tech-digest-to-telegram-claude-deepseek-workflow","provider":"N8N Commerce","version":"1.0","type":"link"}