Services
How we work with you.
Engagements run from short architecture reviews to multi-quarter embedded builds. The common thread: senior engineers, AI as a real productivity multiplier, and the discipline to know which problems still belong to humans. Most real engagements blend two or three of the practice areas below.
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System design, technology selection, and pragmatic scaling roadmaps for engineering leaders who need a senior outside perspective — including the AI questions you cannot duck anymore.
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Hands-on engineering for complex backend systems, multi-tenant SaaS, data platforms, and AWS-native infrastructure — built by senior engineers running modern AI-augmented workflows.
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Senior engineering leadership embedded inside early-stage product teams — bringing an AI-augmented workflow with us. Currently engaged with a large Bay Area venture capital firm.
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Audit and modernization of legacy stacks, build pipelines, deployment, and developer experience — including the AI-native developer workflow that now defines a productive team.
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