AI Engineering

Custom AI systems, model selection, evaluations, safety guardrails, and production integration for teams that need reliable behavior, not demos.

Eval-firstTyped toolsProduction guardrails

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Software Development

Full-stack web, mobile, backend, API, and automation development with maintainable architecture and pragmatic delivery practices.

Full stackMaintainableSelf-hostable

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Product Engineering

End-to-end engineering for software and hardware-adjacent products, from idea and prototype through manufacturable, testable systems.

Prototype to productHardware-adjacentEvidence-driven

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AI Integration

Embed AI capabilities into existing products with clean APIs, context management, typed tools, approvals, observability, and robust safety boundaries.

Context-awareAction-safeObservable

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