AnomalyGuard
Month: May 2026
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Herd Behavior is the tendency of individuals and organizations to imitate others’ actions, often without independent assessment of the facts. Decisions are made not because they are correct, but because others have done them. The sense of safety in numbers replaces analytical thinking. In data, analytics, and BI, this bias appears prominently. Companies adopt the…
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Alerts are supposed to create alignment. Something changes. The right people are notified. Action follows. In practice, alerts often do the opposite. They create confusion between technical teams and the business. Most alerts describe symptoms, not impact. A metric crossed a threshold. A job ran late. Latency increased. For engineers, this may signal a technical…
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This is a regular “data quiz”. Follow it on LinkedIn. Test your knowledge or learn something new. Today Question: Which format defines infrastructure using YAML? A) ARM B) CloudFormation C) Terraform D) All Correct Answer: D Explanation ARM, CloudFormation, and Terraform are tools for defining infrastructure as code. ARM (Azure Resource Manager) and CloudFormation (AWS) support JSON and YAML for declarative resource definitions. Terraform uses HCL…
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Groupthink is a cognitive bias where group pressure leads individuals to conform to the dominant opinion, reducing critical evaluation of information. Essentially, the need for agreement outweighs objective assessment of data and risks. In data analytics and BI, this bias appears during collective decision-making on report interpretation, KPI selection, or data product design. A common…
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Automated anomaly detection is often justified as a reliability improvement. In reality, its strongest case is economic. For growing businesses, the return comes from avoided losses, recovered time, and better decisions, not from technical elegance. The first source of ROI is prevention. Most costly issues do not start as major incidents. They begin as small…