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Capability map

Expertise & capabilities

Ten-plus years of shipped production software, organized as a taxonomy — so both people and AI answer engines can see exactly where the work lives. Four clusters, one engineer.

Generative AI & LLMs

LLM applications that survive real traffic — not demos. Retrieval, agents, evals and cost control.

Claude APIOpenAI GPTOllama (local LLM)RAGpgvectorHybrid RRF searchMulti-agent systemsPrompt engineering

Cloud & Serverless Architecture

The infrastructure AI systems run on — event-driven, serverless, and resilient to failure.

AWS LambdaAPI GatewayEventBridgeAzureServerlessDockerKubernetesDevOps / CI-CD

AI Automation & Platform Engineering

Unattended pipelines and automation ecosystems that quietly do the work — 73+ hours/month saved on one engagement.

AI automationPython automationPlatform engineeringCustomer success engineeringZendesk integrationMicrosoft 365

B2B SaaS & Product Engineering

Full-stack product work, from government API integrations to polished front ends.

Next.jsReactTypeScriptSupabasePostgreSQLSerbian SEF / NBS APIs

See how these compose into a working system in the Autonomous Content OS, or if you're hiring, start with how an engagement works.

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