Agent delivery
How coding agents perform when the brief includes evidence, constraints, and explicit completion gates.
cat about.txt
Profile / 01

I’m a Staff Engineer specializing in agentic automation, internal tooling, and quality intelligence. I build AI-powered platforms and agent workflows that help engineering teams move faster, operate more autonomously, and improve accountability.
Drawing on deep expertise in test engineering, I have transformed quality engineering from a support function into a product-grade capability adopted across engineering organizations.
open linkedinOrigin / Motivation
I come from Macedonia and live in Leuven, Belgium. I hold an M.Sc. in Electrical Engineering & Information Technologies from Saints Cyril and Methodius University in Skopje.
Curiosity pulled me toward testing, automation, and AI workflows: the goal was never just finding bugs, but building feedback systems and internal tools that let engineering teams move fast with justified confidence.
That same mindset drives my work today: building practical agentic automation, Safetynet intelligence tools, LLM workflows, and sharing useful engineering patterns on this blog.
Current loop
How coding agents perform when the brief includes evidence, constraints, and explicit completion gates.
How fresh-context reviewers catch security, logic, and quality defects the builder misses.
How Playwright and exploratory QA turn UI confidence into reproducible proof.
Aug 2022 – Present
Collibra
ToolchainPlaywright (TypeScript), Workato Genie, Slack API, Vertex AI, DataDog, OTEL, GitHub Actions, NX, Grafana, AWS, GCP, Dataplex, ADLS, Purview, Databricks
Aug 2021 – Aug 2022
Aaqua
ToolchainPlaywright, Detox, TypeScript, JavaScript, k6, GitHub Actions
Jan 2021 – Jul 2021
Isabel Group (KUBE Project)
ToolchainJava, Cucumber, Swagger, REST API, GitLab CI/CD
Apr 2019 – Dec 2020
Sitecore
ToolchainSelenium (C#), SpecFlow, k6, LoadImpact
Jun 2016 – Apr 2019
Navayo Technologies
ToolchainAndroid Studio, Java, UIAutomator, VoIP, MDM, Shell
Off duty / Recharge
Genuinely passionate about coffee—experimenting with different bean origins and brewing recipes, usually paired with podcasts on AI, startups, and finance.
Exploring new toolchains, tinkering with LLM agent architecture, watching technical YouTube deep dives, and learning through hands-on tutorials.
Stepping away from screens for basic workouts and hanging out with friends—though even off-duty, there’s always something on my mind.