Never miss what matters. An automated system that watches YouTube channels, grabs transcripts, distills the key insights, and delivers a curated brief every week.
AI and tech YouTube channels publish daily. Each video is 20–60 minutes long. Keeping up means hours of watching — most of which is filler, intros, sponsorships, and repetition. The actual insights are buried in 10% of the content.
I wanted the key takeaways from the channels I care about, delivered to me every week — without watching a single video.
An n8n workflow that monitors selected YouTube channels, pulls transcripts using Supadata, feeds them to Claude for summarization, and delivers a clean weekly digest via email and Telegram. All the signal, none of the noise.
The workflow checks selected YouTube channels weekly for new uploads. It pulls video titles, URLs, publish dates, and metadata for all videos published since the last run.
For each new video, the system uses Supadata API to pull the full transcript. This gives us the raw spoken content — everything that was said in the video, timestamped and structured.
Each transcript is fed to Claude API with a prompt designed to extract: key insights, tools/products mentioned, actionable takeaways, and notable quotes. No filler, no sponsorship mentions — just the substance.
All summaries are compiled into a single digest — organized by channel, with links back to the original videos for anything worth watching in full.
The final digest is sent via email (formatted HTML) and Telegram (clean markdown). Arrives every Monday morning — ready to scan over coffee.
Key takeaway: Cursor IDE with Claude integration is replacing VS Code for most coding tasks. New AI video editing tool "Descript 5.0" can now handle multi-track editing with voice commands. Worth watching the demo at 14:22.
Main insight: Autonomous agents are moving from single-task to multi-step workflows. The bottleneck isn't AI capability — it's reliable tool integration. n8n and similar platforms are becoming the backbone for agent orchestration.
Claude ranked highest for long-form content quality. ChatGPT still better for quick brainstorming. Jasper losing market share. The real winner: custom prompts in any model beat generic AI writing tools.
* Sample digest for illustration purposes
Instead of spending hours watching videos, I scan a 2-minute digest every Monday. If something looks worth a deep dive, I click through to the original. Most weeks, the summary is enough.
I build automated intelligence pipelines for any content source — YouTube, podcasts, RSS feeds, newsletters.
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