Building the next generation of AI-native systems.

• Building an AI engineering "factory" — a GitLab-integrated multi-agent system that writes, reviews and ships production code.
• Designing agent workflows around merge requests, CI feedback and code review, with guardrails and QA gates before anything lands.
• Integrating LLM-driven code generation and review into an established codebase and delivery process.
• Ensuring high standards of software quality and security within the company's AI ecosystem.

Agentis · Founder & Lead Architect 03/2026 – Present

• Building an open-core platform for autonomous agents: a Rust runtime (~200k LOC), an agent DSL, and an evolution engine with capability-based security and cognitive budgets.
• Publishing ready-to-run federations in agentis-colonies (Apache 2.0) — colonies of daemon agents that learn from observation and gradually take over routine work.
• A development federation autonomously takes GitHub issues to merged pull requests — planning, implementing, reviewing and merging behind QA gates.
• Built sdlc-bench to measure the cheapest (model, effort) tier per engineering task class and calibrate agent routing with data instead of intuition.

flat-cyborg · Author 05/2026 – Present

• A PTY wrapper for driving LLM CLIs (Claude Code and others) from scripts and daemons — terminal screen-state extraction and structured output parsing, written in Rust with minimal dependencies.
• The code-generation backbone of the agent federations: every autonomous edit runs through it.

Web3 Security Research · dark-factory 06/2026 – Present

• Building an autonomous audit federation on top of Agentis: stateful invariant fuzzing, symbolic execution (Halmos), and fork-state verification against live deployments.
• Competing in audit contests and bounty programs on Sherlock and Immunefi; the pipeline has reproduced past High-severity contest findings end to end.

Ralph Platform · Lead Engineer 01/2026 – 03/2026

• 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 – 03/2026

• 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.

• 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.

• 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.

• 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.

• 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.

• Operations monitoring and administration of IBM servers and infrastructure for enterprise environments.
• Subject Matter Expert for scripting (ksh, bash, PowerShell).

• Progressed from 1st-line to 3rd-line technical support for the AVG antivirus product.
• Pre-sales communication, forum support, and remote assistance via LogMeIn.