Who I Am

I build practical AI systems from real business problems.

I am Vedat, founder of ScalePath Labs and an AI Automation Engineer with more than 10 years of full stack experience.

I care about systems that save time, reduce operational pressure, and make work easier to structure and control.

How I Think About Software

Most companies do not need more software. They need better systems.

Step 1
Business Audit
Understand the real workflow, constraints, risk, and operational cost before choosing tools.
Step 2
Workflow Design
Turn scattered tasks into a clear system shape that people can understand and own.
Step 3
AI Orchestration
Use models, retrieval, agents, and review points only where they create practical leverage.
Step 4
Production Ready Automation
Ship maintainable workflows with validation, monitoring, and handover in mind.

The toolkit is secondary to the system, but these are the tools I reach for most often.

PythonLangChainLangGraphLangSmithRAGAgentic Coding Tools

MotiaCustom LLM Integrations

VueReactSolidNuxtNextTanStack StartTailwind CSS

PythonNode.jsExpressFastify

PostgreSQLMongoDB

ClerkAuth0Firebase

I write and learn in public because software work improves when ideas are tested against real delivery.

My field notes focus on AI automation, governance, product engineering, and the tradeoffs that appear when systems meet real teams.