Handling Vulnerabilities in Production — What We Actually Do

You always have known vulnerabilities. The question is how you triage, patch, and respond. The discipline we run after a few real incidents and a lot of routine work.

DevOps Security Vulnerabilities Cve

AdminDevOps Engineer

|May 16, 2026

Handling Vulnerabilities in Production — What We Actually Do

Topics

Terraform185 Monitoring171 AWS143 Kubernetes96 CI/CD83 LLM83 Python81 Linux73 GPT70 Ansible65

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••9 months ago

Real-World RAG Incidents: Lessons from a Production Rollout

A field report from rolling out retrieval-augmented generation in production, including cache bugs, bad embeddings, and how we fixed them.

Kiril urbonas·2 min read

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••9 months ago

How We Stopped Terraform Drift from Surprising On-Call

A real story of removing console-only changes, adding drift detection, and getting Terraform back in charge.

Kiril urbonas·1 min read

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Handling Vulnerabilities in Production — What We Actually Do

Topics

Latest Articles

Real-World RAG Incidents: Lessons from a Production Rollout

How We Stopped Terraform Drift from Surprising On-Call

Systemd Tricks We Use to Keep Services Boring

A Pragmatic Multi-Region Strategy for Small Teams

What We Learned Running Weekly Game Days on Our CI/CD Pipeline

Real-World RAG Incidents: Lessons from a Production Rollout

How We Stopped Terraform Drift from Surprising On-Call

Systemd Tricks We Use to Keep Services Boring

A Pragmatic Multi-Region Strategy for Small Teams

Best Practices: Infrastructure Documentation as Code

What We Learned Running Weekly Game Days on Our CI/CD Pipeline

Real-World RAG Incidents: Lessons from a Production Rollout