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@faun shared a link, 1 year, 10 months ago

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The art and science of developing intelligent apps with OpenAI GPT-3, DALL·E 2, CLIP, and Whisper.
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@squadcast shared a post, 1 week, 1 day ago

Alert Noise Reduction: A Complete Guide to Improving On-Call Performance (2025)

The blog post discusses the problem of "alert noise" for on-call engineers, which refers to the excessive volume of irrelevant or low-priority alerts. This noise leads to decreased productivity, increased stress, delayed response times to critical incidents, and higher error rates. The article outlines five key strategies to combat alert noise:

Fine-Tuning Alert Thresholds: Analyzing historical data and using statistical methods to set appropriate alert triggers.

Alert De-duplication and Grouping: Eliminating redundant alerts and grouping related alerts together for easier analysis.

Alert Suppression: Temporarily suppressing alerts during planned maintenance windows.

Investing in the Right On-Call Tools: Utilizing tools with features like anomaly detection, machine learning, and centralized alert platforms.

Alert Ownership and Accountability: Assigning ownership of alerts to specific engineers responsible for the related code or service.

The post then focuses on how Squadcast, an incident management platform, helps reduce alert noise through features like alert routing and filtering, intelligent alert grouping, auto-pausing transient alerts, deduplication, global event rulesets, and delayed notifications. The overall message is that by implementing these strategies and using the right tools, organizations can significantly reduce alert noise, improve on-call efficiency, and ensure faster responses to critical incidents.