Agent issues don’t throw exceptions.
A run can finish successfully and still fail your user. Raindrop catches the change in behavior, investigates what broke, and brings your team the evidence.
Project
Production
FILTERS ●
Hiding internal users
Build failure loop, agent defaulting to deprecated Webpack config
Agents are generating webpack.config.js files with the deprecated module.loaders syntax, then retrying the same invalid config without correcting it, concentrated in projects scaffolded with the "create new project" flow.
Events
374K
Users
86K
Last seen
36m ago
Detected
4d ago
Details
User Impact
Users experience repeated build failures with no forward progress. The agent consumes 8–15 tool calls per attempt without resolving the issue.
Activity
● High
Issue detected by Raindrop
user_8kQ2xPmN2 HOURS AGO
Build loop: agent creates config, runs build, sees the error, edits the file with the same deprecated pattern. 7 tool calls with no progress.
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USER
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Raindrop learns the patterns in your tool errors, latency, and signals. When live traffic pulls away from its forecast, it starts an investigation.
You hear about the failure while users are still hitting it.
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Four hundred traces.
One thing to fix.
The same failure across hundreds of conversations belongs in one issue. Raindrop groups related failures, then an investigator agent reads the traces underneath.
See what broke, who it affected, and where it concentrates—down to a tool, model version, or customer cohort.
Explore an investigated issueFrom the first signal
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Published issues arrive in Slack with their evidence attached. Ask the triage agent a follow-up, or hand the investigation to Devin to start a fix.
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Get the issue, its impact, and the example traces together in your team’s Slack channel.
Keep investigating.
Ask the triage agent questions in Slack, the web app, or through MCP.
Close the loop.
Start a coding session with Fix with Devin, then track the failure with a signal to watch for its return.
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