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Since 2025, AI-assisted development with Claude Code has become a core part of my workflow. This approach enables faster delivery from idea to production, better documentation artifacts, and cross-technology work across .NET, TypeScript, and Kubernetes.
+I've fully embraced the AI-assisted development paradigm since early 2025. At work, I've taught Claude Code a workflow for handling Jira stories end-to-end: it evaluates requirements, provides feedback to the PO, and creates a detailed implementation plan. From there, it's mostly about supervising the plan while the code generation runs largely autonomous. For code review, we use a second AI (e.g., Codex) as a quality gate to catch issues that might slip through. In migration projects, I define the exact plan upfront and Claude Code executes it with increasing independence. The output gain is massive — delivery in a fraction of the time.
+Privately, I work with OpenCode paired with OpenCode Zen, Merge Gateway, and OpenRouter — primarily on Python-based home lab and automation projects. See my GitHub projects for examples and the Dev VM setup for the infrastructure behind this workflow.