Why I Build Production AI Systems with Code, Not Drag-and-Drop
Why code-first beats no/low-code once reliability, observability, and cost start to matter (and when I still use the visual tools).

I'm an AI systems architect building complete production systems for agentic AI—from LangGraph orchestration to AWS infrastructure, custom dashboards, and everything needed to ship reliably. I also write about and share my expertise on the engineering and the business of making AI agents work in production.

Why code-first beats no/low-code once reliability, observability, and cost start to matter (and when I still use the visual tools).
How I'm building an AI agent that turns voice notes into authentic LinkedIn posts while preserving your unique voice and style.
Why solo doesn't mean small anymore. What AI augmentation changes about speed, quality, and the customer relationship—especially for MSMEs.
A plain-English explanation of AI agents, agentic systems, and what makes them different from chatbots—plus the production lessons people skip.
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Turn voice notes into authentic LinkedIn posts. Style learning, quality gates, and scheduling built-in. For founders who want to post consistently without sounding like corporate AI.