SET — Ship Exactly This
SET takes a specification and delivers merged, tested features — fully autonomous. Multiple Claude Code agents work in parallel across git worktrees, supervised by a sentinel with 7 quality gates, self-healing, and persistent memory.
Working independently — fully focused on AI since early 2026, after leaving all prior engagements. Previously Technical Lead at Zengo, building production agentic systems on the Claude/Anthropic stack.
set-spec-capture
Chrome extension — capture specs from live websites and apps
set-voice-agent
Voice-driven delivery agent with Soniox STT + Google TTS
What I see happening
The way we paid for software, the way we thought about building it — that ended in November 2025. We're building what comes next. Nobody knows exactly where this goes. Anyone who claims otherwise isn't being honest.
90% of current IT roles will transform. Not disappear — transform. Different skills, different roles, different knowledge. The sooner we accept this, the sooner we turn it into an advantage.
The middleware problem is real — hardware and model providers may eat this layer from both sides. But you only understand where technology is heading by building at the edge. They call it the bleeding edge for a reason — it hurts. Standing on the sideline is not a strategy.
On-premise deployment, multi-tenant architectures, new methods for critical systems — government, defense, healthcare. AI is the Wild West where only startups move fast. That window won't stay open forever.
There has never been a moment of change like this in computing. Breathtaking and threatening in equal measure. We've already opened it. The only path is forward — eyes wide open, with responsibility.
~28 years, compressed
Active in the international AI developer community — regular exchange with engineers building memory systems, orchestration frameworks, and autonomous agents across Hungary and globally.
Hungarian Army reservist since 2017. IDPA competitive shooter. Owner of TG Holsters — sport equipment manufacturing for professionals. Technical consultation for law enforcement and professional forces.
AI Transformation & Training
I help companies navigate the AI transition. Hands-on training, architecture consulting, building real AI capabilities inside your organization.