AI Architecture · Autonomous Agents · Software Engineering

Building the next generation of AI-native systems.

I bridge the gap between complex system architecture and the frontier of Generative AI. My focus is on moving beyond simple chat interfaces to build production-ready autonomous agents and deeply integrated LLM applications that deliver real business value.

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About

I bridge the gap between complex system architecture and the frontier of Generative AI. My focus is on moving beyond simple chat interfaces to build production-ready autonomous agents and deeply integrated LLM applications that deliver real business value.

AI-Native Architecture: Designing systems where AI isn't an add-on, but the core engine.
Autonomous Agents: Developing goal-oriented agents capable of complex reasoning and tool usage.
Scalable Engineering: Applying rigorous software engineering principles to the often chaotic world of AI/ML.

Currently obsessed with multi-agent orchestration and making LLMs reliable at scale.

Prague Metropolitan Area Full-time Open Source

Experience

Senior AI Software Engineer · Avvoka
03/2026 – Present
  • Architecting and building AI-driven frameworks to automate complex engineering workflows.
  • Developing autonomous agents to enhance internal development capabilities and software delivery.
  • Implementing advanced AI models to optimize code generation and technical scalability.
  • Ensuring high standards of software excellence and security within the company's AI ecosystem.
AI Platform Architect · Replikanti
11/2025 – Present

Agentis · Founder & Lead Architect 03/2026 – Present

  • Developing a high-performance DSL in Rust for AI agentic workflows — memory-safe, ultra-low latency orchestration for autonomous agents.
  • Eliminating Python-based framework overhead with specialized syntax for state management, tool-calling, and reasoning loops.
  • Phase 1 complete: core parsing logic and execution runtime for deterministic agent behavior.

Ralph Platform · Lead Engineer 01/2026 – Present

  • Built a production-ready digital labor automation platform from scratch using AI-augmented engineering patterns.
  • Implemented autonomous Git workflows with multi-agent coordination, production-grade guardrails, and cost management.
  • Tech: TypeScript, GCP, GKE, Terraform, LangFuse.

FlowLint · Project Founder 11/2025 – Present

  • Built FlowLint, an open-source static analysis suite for the n8n ecosystem.
  • Designed an AST-based linting engine (14+ security and reliability rules) for low-code environments.
  • Shipped a full suite: CLI, GitHub App (BullMQ/Redis), Chrome Extension (React/Vite).
  • Set up end-to-end CI/CD pipelines, automated publishing to NPM/Chrome Store.
Automation Engineer · Alma Career Czechia
09/2018 – 12/2025
  • Designed and operated a self-service deployment platform with unified pipelines.
  • Introduced Kubernetes and Istio, standardized deployment and traffic management.
  • Implemented n8n workflows for onboarding/offboarding and GitHub Copilot usage reporting — inputs for budget/license planning.
  • AI/LLM Adoption: Used Claude Sonnet for pair-coding and documentation in Backstage, writing AWS CDK and release documentation.
  • Member of the software architecture team, closely collaborating with development, operations, testers and architects.
DevOps Manager · Home Credit International
09/2017 – 06/2018
  • Led DevOps for Air Bank's international expansion (DEV/UAT environments).
  • Operations and automation — VMs, Docker, Docker Swarm, Kubernetes, Istio.
  • Setting up CI/CD, monitoring and incident management across teams.
  • Configured and monitored integration tests in Jenkins and Cucumber.
Application Support Team Lead · Home Credit International
03/2013 – 08/2017
  • Led a team of application specialists, set up processes and SLA/OLA metrics.
  • Took over and extended deployment automation to TRAIN and UAT environments.
  • Deployment coordination — PREPROD verification and PROD releases with go/no-go decisions.
  • Designed a deployment platform for the EKIS side product — self-service, unified pipelines.
Senior Application Support Specialist · Home Credit International
07/2012 – 03/2013
  • Incident management, service requests, and RFCs for development.
  • Deployed server applications on Oracle WebLogic and PL/SQL procedures.
  • Performed deployments to TRAIN, UAT and PREPROD with go/no-go decisions.
Infrastructure Engineer · IBM
03/2010 – 06/2012
  • Operations monitoring and administration of IBM servers and infrastructure for enterprise environments.
  • Subject Matter Expert for scripting (ksh, bash, PowerShell).
Technical Support Specialist · AVG
03/2008 – 02/2010
  • Progressed from 1st-line to 3rd-line technical support for the AVG antivirus product.
  • Pre-sales communication, forum support, and remote assistance via LogMeIn.

Projects

Agentis
High-performance DSL in Rust for AI agentic workflows. Memory-safe, ultra-low latency orchestration for autonomous agents with specialized syntax for state management, tool-calling, and reasoning loops.
Rust DSL AI Agents
Ralph Platform
Digital labor automation and multi-agent orchestration platform. Autonomous Git workflows with production-grade guardrails and cost management.
TypeScript GCP/GKE Multi-Agent
FlowLint
Open-source static analysis suite for the n8n ecosystem. AST-based linting engine with 14+ security and reliability rules. Full suite: CLI, GitHub App, Chrome Extension.
TypeScript Open Source AST
AI-Assisted IaC
Used Claude Sonnet for pair-coding and documentation in Backstage. Generated AWS CDK code and release documentation at Alma Career.
AI/LLM AWS CDK

Skills

AI & Agents

LLM Orchestration Expert
Multi-Agent Systems Expert
Autonomous Agents Advanced
LangFuse Advanced
Linear Advanced

Development

Rust Advanced
TypeScript / Node.js Advanced
Static Analysis (AST) Advanced
React Intermediate

Infrastructure

GCP / GKE Advanced
Docker Advanced
Terraform Advanced
Kubernetes Intermediate
GitHub Actions Expert

Languages

Czech Native
English B2 / Professional
German A2 / Elementary

Education

Gymnazium Jatecni, Usti nad Labem

Contact

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