n8n X Tech Digest to Telegram (Claude + DeepSeek) Workflow

Get a clean daily tech digest from X—automatically—straight to Telegram

The n8n X Tech Digest to Telegram (Claude + DeepSeek) workflow pulls original posts from your selected X accounts every weekday morning, curates the highlights with Anthropic Claude (with a Fireworks DeepSeek fallback), and sends a ready-to-read Markdown tech summary to your Telegram chat.

What this workflow does

• Runs on schedule: executes every weekday at 07:25 via a cron trigger.
• Builds a 24-hour window: creates a timezone-aware timeframe covering the last 24 hours.
• Searches X accounts: expands the configured list of X usernames and queries TwitterAPI.io advanced search for each account (excluding replies), applying throttling and tracking any account lookup failures.
• Filters & deduplicates: keeps only original tweets within the last 24 hours, then deduplicates and sorts them into a single digest payload.
• LLM curation: if tweets exist, sends them to Anthropic Claude Haiku 4.5 to remove noise and generate a Telegram-compatible Markdown digest; if the primary model isn’t available, it falls back to Fireworks DeepSeek.
• No-tweets handling: if nothing is found, posts a “nothing to report” message and can also include accounts that could not be read.
• Sends to Telegram: delivers the final message to your configured Telegram chat.

Use cases

• For SaaS operators, get daily updates from key engineering and product accounts without manual scanning.
• For automation engineers, deploy a practical X-to-LLM-to-Telegram pipeline with reliable scheduling and filtering.
• For teams monitoring tech signals, receive a curated summary of original posts (not replies) in one place.

Technical details

• TwitterAPI.io (API key via header auth: X-API-Key) for pulling posts.
• Anthropic Claude Haiku 4.5 for digest generation, with Fireworks DeepSeek as fallback.
• Telegram node to send the Markdown summary.
• Workflow nodes include: if, set, code, merge, and sticky note.