Hi, I'm Ben 👋

Backend systems × AI-native workflows × products that ship

I build practical software for developers, knowledge workers, and teams that would rather automate the boring parts.

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What I build

Area	What that means in practice
AI-native developer workflows	Spec-to-ship tooling that turns fuzzy requirements into plans, implementation, self-testing, and review.
Enterprise systems & automation	Backend services, low-code platforms, and internal tools that make complex operational work more reliable.
Focused, local-first products	Small tools and product experiments that stay fast, private, and useful without unnecessary infrastructure.

What I'm exploring and applying

Direction	Current focus
Agent systems	Tool use, orchestration, context engineering, evaluation, and workflows that remain dependable beyond a single prompt.
Lightweight & domain-specific models	Following, studying, and applying compact or vertical models — where specialization matters more than raw scale.
Retrieval & knowledge systems	Using RAG selectively as one component of a larger system, with more attention to grounding, traceability, and evaluation than to retrieval alone.

Toolbox

Systems & backend — enterprise SaaS, low-code platforms, distributed services, and the unglamorous work of making them dependable.

AI & model systems — agents, model integration, evaluation, local inference, and retrieval where it adds real value.

Product & delivery — enough frontend, mobile, and infrastructure to own a feature from idea to a running system.

Let's build something useful

I am most interested in developer tooling, agent systems, applied model work, local-first software, and ideas where careful engineering matters more than hype. If that sounds like your kind of work, reach me at benbowenqwe@gmail.com.

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_{This is a backup GitHub account, so its repository list is incomplete.}