Catch a full vector database before it stalls writes
Every hour, WebRun opens Qdrant Cloud, checks each cluster's storage and memory usage against its allocated capacity, posts a Telegram alert once usage crosses 80 percent, and texts the on-call engineer if any cluster crosses 95 percent so writes don't stall.
- No credit card
- Under $0.01 per run
- Cancel anytime
How do I get alerted before my Qdrant cluster runs out of capacity?
WebRun checks every Qdrant Cloud cluster's storage and memory usage hourly against its allocated capacity, posts a Telegram alert once usage crosses 80 percent, and texts the on-call engineer if any cluster crosses 95 percent. Vector search capacity gets watched around the clock instead of failing writes catching the team off guard.
- Capacity issues get flagged hours before writes actually fail
- The on-call engineer only gets texted for truly critical usage
- Every cluster is checked hourly, not just the ones someone remembers
Built for Platform engineers · ML infrastructure teams · DevOps teams · AI application teams
What does WebRun do on every run?
The exact actions WebRun takes, in order - in plain language, so you can adjust anything.
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WebRun signs in and gets to work
Opens
cloud.qdrant.ioin a real browser with your saved login - no setup, no API keys. -
1
Qdrant - check cluster storage and memory usage
qdrant.tech
WebRun opens Qdrant to check cluster storage and memory usage. - Open Qdrant Cloud and check each cluster's current storage and memory usage
- Compare usage against the cluster's allocated capacity
- Note which collections are driving the growth
Done when Every cluster's usage percentage against capacity is captured.
-
2
Telegram - post a capacity warning
telegram.org How to Automate Telegram
WebRun opens Telegram to post a capacity warning. - Post an alert for any cluster over 80 percent of capacity
- Name the cluster and the collection driving usage
- Skip the alert once a cluster drops back under the threshold
Done when Every cluster nearing capacity has a Telegram alert posted.
-
3
Twilio - text the on-call engineer at critical usage
twilio.com How to Automate Twilio
WebRun opens Twilio to text the on-call engineer at critical usage. - Text the on-call engineer if any cluster crosses 95 percent of capacity
- Name the cluster in the text
- Send only once per cluster until usage drops back down
Done when The on-call engineer is texted before a cluster runs out of capacity.
How is each run configured?
Secure by default
Connect once, stays signed in
WebRun signs in once and keeps each session in a persistent environment, so every run picks up right where it left off.
Every action is checked against this policy before it runs.
Questions, answered
Will it resize the cluster or delete data itself?
No. WebRun only reads usage and alerts your team. Resizing a cluster or removing collections stays a manual decision for engineering.
What thresholds does it use?
A Telegram alert at 80 percent of capacity and a text to the on-call engineer at 95 percent. Both can be adjusted to fit your cluster's growth rate.
Does it check every cluster or just one?
It checks every cluster on the Qdrant Cloud account each run, so growth on any single cluster gets caught, not just a primary one.
Related templates
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