// software engineering & consulting
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We embed AI-first thinking across architecture, delivery, and process.
The result: software that ships faster and holds up better.
rswm ~ workflow
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rswm-cli v0.1.0
// recent writing
all posts →
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AI-assisted code review: what actually works
Moving beyond autocomplete — integrating AI into the review loop without losing engineering rigour.
Prompt engineering for backend engineers
How to think about context, constraints, and output shaping when building with LLM APIs.
What AI-first actually means for a team lead
It's not about the tools. It's about changing how your team thinks before writing code.
// projects
all projects →
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// work with us
Ready to build smarter?
Whether you need fractional engineering leadership, AI workflow integration, or hands-on backend delivery — let's talk.