Iryna Polishchuk
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Kyiv,
Ukraine
18 days 21 hours back
a little busy
age 23 years
on the service 2 months 5 days
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AI SRE Copilot — Kubernetes Incident Response System
DevOpsProduction-style DevOps project: AI system for responding to Kubernetes incidents.
What has been implemented:
— Analysis of operational logs through vector search (Qdrant)
… — Search for relevant runbooks
— Generation of triage report with probable cause and remediation plan
— Policy-as-code guardrails (Kyverno) — blocking dangerous actions
— Dry-run safety model — AI advises but does not execute commands
— Complete audit trail of every action
DevSecOps: Trivy scanning, Cosign signing, SBOM generation, NetworkPolicy, non-root containers, read-only filesystem.
Delivery: Helm chart, GitHub Actions CI/CD, Prometheus metrics, Grafana dashboard, Ansible, Terraform scaffold.
#kubernetes #devops #devsecops #helm #python #fastapi #prometheus #grafana #sre #cicd