01 / HUMAN + MACHINE
AI that fits real work
Turning models and agents into useful collaborators inside familiar engineering workflows—with context, boundaries, and a clear path to action.
AI systems · automation · platform engineering
Make complex
systems feel simple.
I build dependable software and automation that helps people, teams, and intelligent tools move from intention to outcome.
michael.zabka
agent.ready()
systems → leverage
reliable by design
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The direction
Building leverage,
not just features.
Recent work points toward a practical question: what can be made more capable, observable, and safe to run?
02 / SYSTEMS THAT LAST
Automation people can trust
Designing services that recover predictably, explain what happened, and keep moving without hiding complexity or failure.
Current focus
Where energy goes
now.
A concise view of the most recent trajectory, without the project list.
AI-assisted engineering
Multi-provider model access, agent runtimes, developer interfaces, and the connective tissue that makes intelligent tools practical.
Workflow automation
Orchestration that can coordinate work, handle cancellation and failure, and keep humans in control of important decisions.
Platform reliability
Clearer lifecycles, safer deployments, stronger observability, and infrastructure that turns repeated effort into a reusable capability.
A longer arc
From connected devices to connected intelligence.
Years of work across software, devices, services, and infrastructure now converge on one theme: reduce friction between a good idea and a dependable result.
- NOWAgentic systemsAI tooling, model gateways, orchestration, and operational guardrails.
- NEXTSelf-service platformsMake complex engineering and deployment capabilities easier to access safely.
- ALWAYSSystems thinkingConnect the interface, the service, the device, and the people around them.
“The best automation does not replace judgment. It gives judgment better reach.”Michael Zabka · Prague
Open channel
Ideas worth making real?
Find the public work and current signals online.