Alert Fatigue Reducer / 告警疲劳抑制器

Analyze alert history, deduplicate, and suggest aggregation rules. / 分析告警历史，去重并建议聚合规则。

Analyze alert history, deduplicate, and suggest aggregation rules. / 分析告警历史，去重并建议聚合规则。

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Quick Start / 快速开始

bash

bash ./alert-fatigue-reducer --history alerts.csv --suggest-rules > rules.json Note: Analyzes alert history and outputs aggregation rule suggestions. / 分析告警历史并输出聚合规则建议，大幅降低人工配置成本。 

Features / 功能

• Deduplicates identical alerts across time windows / 自动去重时间窗口内的重复告警，让运维人员不再被相同问题反复打扰 • Groups correlated alerts into intelligent clusters / 智能聚类关联告警，从根源上减少告警风暴带来的信息过载 • Learns from historical suppression patterns / 学习历史静默模式，自动调整过滤策略，持续优化告警质量（Pro版支持自定义学习权重） • Provides suggested aggregation rules with confidence scores / 提供聚合规则建议并附置信度分数，一键应用即可见效 • Integrates with major monitoring tools via API / 通过API集成主流监控工具，零代码接入即开即用 • Unlocks root cause analysis and predictive suppression in Pro / Pro版本解锁根因分析与预判抑制，提前阻断非关键告警

Common Use Cases / 常见场景

• A cloud ops team receives 10,000 alerts daily from Kubernetes clusters; Alert Fatigue Reducer groups 80% into 50 root-cause clusters, cutting noise and response time. / 某云运维团队每天收到来自K8s集群的1万条告警，告警疲劳抑制器将80%归并为50个根因簇，噪音减少，响应提速。 • An e-commerce platform during Black Friday sees alert floods; the tool deduplicates event bursts in real time, keeping on-call engineers focused on real incidents. / 电商平台在黑色星期五遭遇告警洪流，该工具实时去重事件突增，让值班工程师专注真正故障。 • A startup with lean ops configures suppression rules manually and often misses critical alerts; Alert Fatigue Reducer suggests optimized rules, improving coverage by 30%. / 运维人力有限的初创公司手动配置静默规则，常漏掉关键告警；告警疲劳抑制器建议优化规则，覆盖率提升30%。

Compare / 对比

	Free	Pro
Basic	✅	✅
Advanced	—	✅
AI	—	✅
Support	Community	Priority

• Pro version learns your team’s unique suppression preferences over time. • Pro版本持续学习团队独特的静默偏好，越用越聪明。 • Advanced root-cause analysis automatically identifies alert origin, reducing manual triage. • 高级根因分析自动定位告警源头，减少人工排查时间。 • Priority support and custom rule engine for enterprise-scale deployments. • 企业级部署享优先支持与自定义规则引擎，适配复杂监控架构。\n\n

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