Daily AI Digest
Hundreds of sources → one list of important findings

In short
Valuable tools and cases get lost in the flood of channels and chats, and manual browsing again consumes the morning.
Outcome
The pipeline collects new items since the last successful run, filters out noise, and sends one structured digest with original sources.
How the automation runs
Trigger
Daily schedule or manual launch after a missed day
Automation steps
- Downloads new messages from selected channels and chats
- Filters out short noise, greetings, and repetitions without new substance
- Extracts tools, repositories, cases, links, and applicable ideas
- Groups findings and sends one digest with original sources
Human check
A person changes the list of sources and decides which findings to implement; the pipeline does not publish anything or run automatically.
Outcome
The pipeline collects new items since the last successful run, filters out noise, and sends one structured digest with original sources.
Automation diagram
The overall logic is publicUsing it
When to use it
There are already more sources than time to read, but missing rare useful tools and cases is not an option.
How to verify
The digest contains links to original messages, a repeat run does not duplicate findings, and a missed window is caught up from the last success.
Tools
Recipe details
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