FOCUS & FOUNDATION / 01—04
Building forward, without discarding the past.
My path moved from backend development into DevOps, Cloud Native, SRE, and operations—and now back to development, with AI applications as the main focus.
01AI Applications · Product Engineering
current focus Turn AI capability into useful software.
Building AI applications around real workflows: clear product intent, grounded context, evaluable outputs, and interfaces that make intelligence practical rather than ornamental.
AI AgentsLLM AppsEvaluation
02AI-assisted Development · SDLC
delivery leverage Build with AI, engineer with intent.
Exploring spec-driven and agentic development workflows that compress delivery time while keeping architecture, verification, and engineering judgment explicit.
Spec-drivenAgentsDeveloper Experience
03Cloud Native · Platform
production depth A Cloud Native foundation that survives reality.
Years of backend, Kubernetes, platform, and production experience shape how I build today: deployable, observable, secure, and ready for the constraints beyond a demo.
KubernetesCloud NativeGitOps
04Reliability · Engineering History
earned perspective Reliability is experience I carry forward.
SRE, observability, incident analysis, and operations are no longer my primary role. They remain a useful lens for designing AI applications people can actually depend on.
OpenTelemetrySREObservability