Agentic Quality Engineer | Bridging Classical QE to the Future
Currently building Quantum Quality Engineering and founding the Serbian Agentic Foundation Chapter - Serbia's first community for agentic engineering practices.
29 years in IT - Started in 1996 doing computer repair and sysadmin, spent the last 12 years establishing and leading QA/QE functions. Built Alchemy's QA/QE organization from scratch over 8 years. I'm now focused on the practical evolution from traditional testing to agent-orchestrated quality systems. Not replacement - evolution.
graph LR A[Classical QE] -->|PACT Principles| B[Agentic QE] B --> C[Proactive] B --> D[Autonomous] B --> E[Collaborative] B --> F[Targeted] - ⚡ Quality Forge - Learning and experience sharing initiative bridging classical to agentic QE with production-tested tools and PACT principles
- 🏗️ Quantum QE Consulting - Helping teams transform their quality practices through context-driven, PACT-based approaches
- 🇷🇸 Serbian Agentic Foundation - Building Serbia's first Agentic QE community with StartIt centers
- 🤖 AQE Fleet - Production-ready distributed AI testing framework with 16 specialized agents for comprehensive quality automation
- 📚 Agentic QE Framework - Open-sourcing battle-tested patterns for agent-orchestrated testing
- 🦀 Sentinel - Multi-agent testing orchestration system (Rust/Python)
"Quality must be built in, not tested in. Best practices are contextual, not universal."
I practice what I call the Holistic Testing Model - quality across all dimensions:
- Testing in Production - Reality is the ultimate test environment
- Shift-Left AND Shift-Right - Quality everywhere, not just in the testing phase
- Risk-Based Coverage - Test where it matters most
- Whole Team Quality - Everyone owns quality, agents augment but don't replace
- TDD - Both London School (mockist) & Chicago School (classicist)
- XP Practices - Pair/ensemble programming, continuous integration
- Exploratory Testing - Session-based test management, heuristic approaches
- Automation - Robot Framework, Playwright, JMeter
- Multi-Agent Systems - Rust for performance, Python for flexibility
- LLM Integration - Prompt engineering for test generation
- Explainable AI - Every agent decision has a traceable reason
- PACT Framework - Proactive, Autonomous, Collaborative, Targeted agents
Classical QE Achievements: ├── 60% faster test generation with AI assistance ├── 85% reduction in test maintenance through smart automation └── 4x improvement in defect detection with exploratory agents Agentic QE Goals: ├── 10x improvement in test effectiveness (not just speed) ├── Self-healing test suites that evolve with the product └── Autonomous quality orchestration with human oversight - 🎯 Founding - Serbian Agentic Foundation Chapter (Oct 2025)
- 🎤 Speaking - International testing conferences since 2016
- 📝 Writing - Bridging classical to agentic QE practices
- 🏆 Former - Belgrade Test Conference Program Chair (2017-2019)
- 🤝 Member - Global Agentics Foundation
| Project | Description | Status | Stack |
|---|---|---|---|
| Quality Forge | Umbrella initiative for open-source agentic QE tools and methodologies | 🚀 Active | TypeScript, Rust, Python |
| AQE Fleet | Distributed AI-powered testing framework with 18 specialized agents | 🚀 Active | TypeScript, Node.js |
| LionAGI QE Fleet | Python-based agentic QE platform with 18 specialized AI agents built on LionAGI orchestration | 🚀 Active | Python, LionAGI |
| Sentinel | Multi-agent test orchestration framework | 🚀 Active | Rust, Python |
| Agentic QE Playbook | Open framework for PACT-based testing | 📖 v0.2 | Markdown, YAML |
| Serbian A.Foundation | Community building & meetups | 🚀 Active | IRL + Virtual |
| Quantum QE | Boutique consultancy for agentic transformation | ✅ Live | Context-driven |
- 🤖 Practical Agentic QE - Real implementations, not vendor promises
- 🔄 Classical to Agentic bridges - Evolution paths that actually work
- 🏗️ Context-driven quality - Why best practices depend on your situation
- 🇷🇸 Balkan tech scene - Building communities in emerging markets
- 📖 Learning & meta-learning - How humans and agents learn together
- 📚 SF/Fantasy enthusiast - Agent systems are like "fellowship of specialized beings"
- 🎭 Quality orchestration = "conducting the testing orchestra"
- 🎮 Former Test'RS Club co-founder - Serbia's first testing community
- 🌉 Bridge builder - Connecting 20+ years of classical QE with agentic future
"We're not replacing testers with AI. We're evolving from testing-as-activity to agents-as-orchestrators. The future of quality is autonomous but explainable, proactive but controlled, collaborative but targeted. That's PACT."
⚡ Currently available for: Agentic QE transformation consulting | Speaking engagements | Community partnerships