!Astro.props.image &&
~/vedmich.dev $ whoami
Hi, I'm

Viktor Vedmich

Senior Solutions Architect @ AWS

Distributed Systems · Kubernetes · AI Engineer

re:Invent & Keynote Speaker CNCF Kubestronaut Author «Cracking the Kubernetes Interview» Host · DKT + AWS RU
Get in touch Read more

About Me

Solutions Architect and AI Engineer with 15+ years designing and evolving distributed systems at scale. Currently at AWS, owning end-to-end architecture for enterprise clients across hybrid cloud, Kubernetes, and GenAI / agentic platforms. CNCF Kubestronaut and author of «Cracking the Kubernetes Interview».

Expertise
AI Engineering Distributed Systems Kubernetes AWS Cloud Platform Engineering API Design Observability GenAI / LLM Terraform Python Cost Optimization

Podcasts

DevOps Kitchen Talks logo

DevOps Kitchen Talks

Technical deep-dives into DevOps, Kubernetes, and infrastructure. Interviews with industry experts, mock interviews, and hands-on topics.

100+ episodes · ~10K subscribers
Listen
AWS RU

AWS на русском

AWS services, architectural patterns, AI applications, and IT careers, all in Russian. Vendor-agnostic perspective from inside AWS.

70+ episodes · 70K+ listens
Listen

Book

Cracking the Kubernetes Interview — book cover

Cracking the Kubernetes Interview

4.8 Amazon

A comprehensive guide covering Kubernetes concepts, architecture, networking, security, and real-world scenarios to help you ace your next interview.

Get on Amazon

Speaking

30+ technical deep-dives per year. Speaker rating: 4.5–4.7/5.0

2026
AWS Community Day Central Asia · Tashkent
→ Building an RCA Agent with Amazon Bedrock AgentCore
Tech Race Summit · Warsaw
→ Building the Production-Grade Platform for Enterprise AI
Tech Race Summit · Warsaw
→ AI Maturity: AWS Roadmap for Strategic AI Adoption
AWS Summit Hamburg · Hamburg
→ Move beyond reactive: AWS DevOps Agent
DevOps Meets · Vilnius
→ AgentCore: Building Custom Root Cause Analysis Agent
AWS Community Day Slovakia · Košice
→ Karpenter in Production: Architecting Cost-Efficient K8s Clusters
2025
Code Europe · Krakow
→ Building Production GenAI: MCP and Multi-Agent Systems in Action
Code Europe · Krakow
→ Mastering Kubernetes Scalability with Karpenter
DevOpsDays Tashkent · Tashkent
→ Model Context Protocol (MCP): A Practical Guide for DevOps Engineers
2024
AWS re:Invent · Las Vegas
→ Latency optimization: From theory to practice
AWS re:Invent · Las Vegas
→ Scaling machine learning with containers on AWS: Lessons learned
AWS Community Day Armenia · Yerevan
→ Kubernetes Security
AWS Summit Berlin · Berlin
→ Building an AWS solutions architect agent with Amazon Bedrock
AWS Summit Amsterdam · Amsterdam
→ New Era of IaC: Effective Kubernetes Management with cdk8s
2023
AWS re:Invent · Las Vegas
→ New Era of IaC: Effective Kubernetes Management with CDK8S (BOA310)
★ Speaker rating: 4.7/5.0
All talks →

Recent decks

All decks →

Decks: 2 · slides open right in the browser

2026-09-25 · AWS Community Day Central Asia · Tashkent

Building an RCA Agent with Amazon Bedrock AgentCore

From a model to an agent that investigates a Kubernetes incident: capabilities (RAG, MCP tools), operating requirements (state, identity, observability, evaluation), then Strands and Amazon Bedrock AgentCore, with a recorded EKS RCA demo.

vedmich.dev/slides/ai-agents-devops-tashkent
→ Read the article: Building an RCA Agent with Amazon Bedrock AgentCore
AI Agents AWS Bedrock Kubernetes
All decks →

Blog

All posts →
Oct 4, 2026

Building an RCA Agent with Amazon Bedrock AgentCore

The companion to my AWS Community Day Central Asia talk: how one question, "why is this pod restarting?", grows from a single model call into a bounded investigation agent, what it takes to run one, and where Strands and AgentCore fit.

ai agents aws bedrock kubernetes mcp
Jun 11, 2026

Latency vs Throughput vs Bandwidth: The Three Numbers Everyone Confuses

Doubling bandwidth often fixes nothing. Latency, throughput and bandwidth on one analogy, the bandwidth-delay product math, and how to diagnose each.

networking performance aws fundamentals
Jun 6, 2026

Kubernetes Gateway API: from zero to hero

ingress-nginx is retired and the Ingress API is frozen. A walkthrough of its successor on one running shop: typed resources, the platform-vs-app split, canary, TLS, cross-namespace references, and the mesh.

kubernetes gateway-api networking
All posts →

Let's Connect

Find me on these platforms

L LinkedIn G GitHub Y YouTube 𝕏 X T Telegram

Check your email client

Your default mail app should have opened with a draft. Send when ready — I'll reply as soon as I can.

If it didn't open, email viktor@vedmich.dev.

Open search

Esc
↑ ↓ move ↵ open