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Technical capability matrix.

Grouped by what it is used for, not rated out of ten. The case studies show where each of these has carried production weight.

01
primary

Languages

PythonTypeScriptJavaScriptBashSQL
02
interfaces

Frontend

ReactResponsive interfacesDashboardsReal-time UIState managementWebSocketsTailwind
03
services

Backend

FastAPINode.jsREST APIsWebSocketsAuthenticationBackground tasksData pipelines
04
inference

AI & ML tooling

Local LLM deploymentGGUFQuantizationAgent architectureModel routingGPU optimisationOCRSpeech-to-textVision models
05
orchestration

Automation

PlaywrightBrowser automationWorkflow orchestrationEvent-driven processesMonitoringError recovery
06
platform

Infrastructure

LinuxDockerNginxGPU serversNetworkingDNS & SSLFirewallsRTMPOBS
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