Dependabot alerts are flooding our engineering Slack channel with useless noise, but can we fix this without upgrading our GitHub tier?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Dependabot alerts are flooding our engineering Slack channel with useless noise, but can we fix this without upgrading our GitHub tier?
3 real searches · 1 real-search pass
GitHub Slack app Dependabot alerts notification security_alerts subscription filter configurationGoogle ↗
OBSERVEDConsequence
GitHub Dependabot alerts notification settings email Slack integration GitHub app docsGoogle ↗
OBSERVEDOther / navigational
GitHub plan Dependabot alerts private repositories free tier 2026 notificationsGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
GitHub Slack app Dependabot alerts notification security_alerts subscription filter configuration Google ↗
GitHub Dependabot alerts notification settings email Slack integration GitHub app docs Google ↗
GitHub plan Dependabot alerts private repositories free tier 2026 notifications Google ↗
- Customizing auto-triage rules to prioritize Dependabot alerts · docs.github.com
- Cutting through the noise: How to prioritize Dependabot alerts · github.blog
- GitHub notification settings · github.com
- Configuring notifications for Dependabot alerts · docs.github.com
- Managing security notifications · docs.github.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitHub Slack app Dependabot alerts notification security_alerts subscription filter configuration OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
GitHub Dependabot alerts notification settings email Slack integration GitHub app docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GitHub plan Dependabot alerts private repositories free tier 2026 notifications OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |