Independent technical field notes
I research new AI tools, automation systems and developer workflows, test them in real situations, and share what works, what breaks and what I would do differently.
Featured essay
Genkit and LangGraph overlap, but they solve different layers of an AI application. The better choice depends on whether the difficult problem is building the AI capability or controlling a stateful process over time.
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Models, orchestration, voice workflows, and useful experiments.
02Workflows that reduce friction without hiding the trade-offs.
03Self-hosting, infrastructure, privacy, and maintainable tools.
04Implementation lessons, frameworks, and practical code.
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About the writer
I am a software engineer, technical leader, and persistent explorer of practical AI. This is where I document what I build, what breaks, and what I learn.