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Valerii Vainkop

DevOps Team Lead. Platform Engineering, Kubernetes, AI Agents · GlobalDots

Location Israel Joined Joined on  Personal website https://linkedin.com/in/valeriiv github website
How an Autonomous Bot Exploited GitHub Actions for 9 Days — And How to Harden Your Workflows
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How an Autonomous Bot Exploited GitHub Actions for 9 Days — And How to Harden Your Workflows

#devops #github #security #cicd
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6 min read

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Argo CD 3.3 Changed the Source Hydrator — Here's What to Audit Before You Upgrade
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Argo CD 3.3 Changed the Source Hydrator — Here's What to Audit Before You Upgrade

#gitops #kubernetes #argocd #devops
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7 min read
AI Vendor Safety Policies Just Became an Engineering Team's Problem
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AI Vendor Safety Policies Just Became an Engineering Team's Problem

#devops #ai #security #cloudnative
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7 min read
Vibe Coding Is Having Its Maker Movement Moment
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Vibe Coding Is Having Its Maker Movement Moment

#devops #agenteng #ai #opensource
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6 min read
The AI Agent Gateway Pattern: How to Give Agents Infrastructure Access Without Losing Control
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The AI Agent Gateway Pattern: How to Give Agents Infrastructure Access Without Losing Control

#devops #kubernetes #aiagents #opentelemetry
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7 min read
Mercury 2 and the End of Autoregressive Monopoly: What Diffusion LLMs Mean for Production Agent Stacks
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Mercury 2 and the End of Autoregressive Monopoly: What Diffusion LLMs Mean for Production Agent Stacks

#ai #agents #llm #devops
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6 min read
25K Lines, 2 Weeks, Zero Regressions: The AI-Assisted Migration Methodology That Actually Works
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25K Lines, 2 Weeks, Zero Regressions: The AI-Assisted Migration Methodology That Actually Works

#ai #devops #engineering #productivity
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7 min read
Migrating Off Ingress-NGINX Before the March Deadline: What the Guides Don't Tell You
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Migrating Off Ingress-NGINX Before the March Deadline: What the Guides Don't Tell You

#kubernetes #devops #gateway #migration
1
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7 min read
Kubernetes VPA In-Place Pod Resize Is GA — Here's What Actually Changes for Stateful Workloads
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Kubernetes VPA In-Place Pod Resize Is GA — Here's What Actually Changes for Stateful Workloads

#devops #kubernetes #ai
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5 min read
Helm v4 Is Here — What Actually Breaks When You Upgrade
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Helm v4 Is Here — What Actually Breaks When You Upgrade

#devops #kubernetes #ai
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4 min read
AI Security Scanning Is No Longer Pattern Matching — Here's What Changed
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AI Security Scanning Is No Longer Pattern Matching — Here's What Changed

#security #ai #devops #platformengineering
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4 min read
Your AI SRE Doesn't Need One Model — It Needs the Right Model for Each Job
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Your AI SRE Doesn't Need One Model — It Needs the Right Model for Each Job

#devops #kubernetes #ai
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5 min read
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