Developer Guide

For developers doing secondary development / deployment / integration on the source code. Core topics: environment, CLI, Bridge API, internals.

Document	Content
Setup	Workspace layout, environment variables, test conventions, common commands
CLI Full Commands	33 command groups, 180+ subcommands driver tool (imports CLI.md)
Bridge REST API	47 route files, REST endpoint catalog, SSE event streams
Internals Guide	Data flow, path alignment, memory/VRAM conventions, test red lines (for secondary development)

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Video: Complementary to the "Technical Architecture Long Video" — the video covers "why", this covers "how". Dev tutorial videos (Recipe/Flow/Broker) see Ecosystem Tutorials.