// DevOps & AI Platform Engineer

Building tools that make engineers ship faster

DevOps and AI Platform Engineer with 3 years at Pipedrive. Building developer tools, AI products, and infrastructure for a 300+ engineer organization.

Tymofii Striukov

Tymofii Striukov at work

I build the tools I wish I had. Curiosity about what a Claude Code habit really costs turned into goccc. A painful 40-file agent diff turned into moire. Even this site runs on a self-hosted k3s cluster, next to a few other side projects.

Started in DevOps, keeping CI/CD pipelines and Kubernetes clusters happy, then drifted toward the tools engineers touch every day. These days that mostly means coding agents: plugins, skills, evals, and a fair amount of arguing with prompts.

Coding Agents
Claude CodeCodexPiMCPskills & plugins
AI Engineering
RAGLLM evalsLLM-as-a-judgeguardrails
Languages
TypeScriptGoPythonSQLBash
Stack
NodeFastifyReactElectronMySQLMongoDB
Platform
KubernetesGitHub ActionsArgoCDHelmAWSGrafana


AI PR Approval Gate

Built end to end and now approving PRs in production. Deterministic risk checks plus an LLM verdict decide whether an AI-reviewed PR can be approved without a human reviewer. Per-repo policies, a kill switch, and a backtest harness that benchmarks prompt and model changes against merged PRs with known outcomes.

AI Platform

Claude Code Plugin Marketplace

Org-wide distribution channel for 30+ versioned AI tooling plugins, including team-owned ones, plus a CLI for sharing Claude configurations across teams. Supported the Pi agent harness through pi-install, an internal npm package with custom extensions, and contributed to the internal MCP gateway.

Developer Tooling

AI-Assisted Development Adoption

Led adoption for 300+ engineers, reaching 90%+ weekly utilization. Designed the curriculum from scratch, delivered 30+ training and pair programming sessions, tracked uptake with an internal usage dashboard, and presented the practices at the CTO All-Hands.

Leadership

Voice of Customer

RAG-based platform ingesting Intercom chats and Demodesk transcripts. Delivered semantic clustering, root-cause extraction, PII anonymization, and Jira sync, processing 150k+ feedback items into 1600+ clusters that help teams fix issues putting revenue from large customers at risk. Built with Fastify, React, and OpenAI.

AI / Full-stack

CI/CD & Infrastructure Modernization

Migrated testbox pipelines from Jenkins to GitHub Actions, retiring dedicated Jenkins workers and their infrastructure cost. Led a security-driven ArgoCD upgrade across production Kubernetes clusters and rolled out Renovate for Helm chart upgrades.

Infrastructure

DevOps Team Split

Co-led the split of Pipedrive's DevOps team into Developer Productivity and CI/CD, owning the plan from the Developer Productivity side. Decided ownership across 50+ repositories and Jira boards, triaged 100+ production alerts, and divided on-call rotations between the new teams.

Leadership

Let's work together

Open to AI Platform, Developer Productivity, and DevOps roles.