«Essense» Bot Blog

Evaluate sources by their shelf life, not by habit

Group your information sources by how quickly their data loses relevance, not by how many posts they publish.

The frequency of your checks should be determined not by a Telegram channel’s activity, but by the moment its information ceases to be useful for your decision-making. A channel may post frequently without requiring constant attention; another may post rarely, but its updates cannot be postponed until the next review.

Categorize sources by the speed of change in their topic

Event-driven sources should be checked when a new message has the potential to change your immediate actions: a launch decision, a response to a product change, or the selection of a topic for upcoming communications. Their relevance is short-lived, requiring regular monitoring. Freshness is particularly critical for fast-evolving technologies—a distinction between topics and recency requirements noted by UNC.

Industry reviews and analytics do not need to be opened after every publication. Their purpose is to provide context for decisions you make not at the moment a post goes live. Check such sources before planning, preparing a review, or discussing work direction. If the material was published earlier, ask yourself whether the underlying premises have changed.

Reference materials should be revisited when you use them in your work or when there is reason to doubt their current version. The National Library of Australia recommends checking the publication date, the existence of a newer version, and the relevance of cited sources: even high-quality material can become outdated over time. Such sources do not require constant monitoring; they require version control before application.

Reassess your rhythm when volume grows, not just utility

If a channel starts posting more frequently, do not automatically increase your check frequency. Open the last few messages and identify a specific consequence for each: what would you do differently knowing this now? Valid consequences might include deciding to verify primary material, raising an issue for team discussion, or adjusting an immediate task. “Just good to know” is not a consequence; it is a reason to keep the source on a less frequent check schedule.

Based on this, choose one action. If new publications regularly change your work, keep the source in event-driven monitoring. If they are only useful when preparing a review, break the habit of checking the channel between tasks and open it at the appropriate working moment. If the source no longer provides actionable information, disable notifications or remove it from your workflow.

If you receive brief updates via Essence, you can conduct this reassessment for any connected Telegram source: review the new summaries and compare them with the actual actions they triggered. When there is no link to action, disable notifications or remove the source from your connected list. Essence reduces the volume of manual reading, but the decision on a source’s utility remains yours.

This material was prepared using AI and approved by an Essence editor.

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