@matiaslapolla

Corrected inaccurate service startup message to reflect actual command.

Fixed the missing execute permission on ailab wrapper, enabling it to run.

Created a fully integrated AI lab with inference, image generation, and voice capabilities accessible locally and remotely.

Documented the system architecture including component layouts, data flows, and persistence schemas.

Analyzed sandbox architecture against multi-tenant SaaS requirements and mapped the path forward.

Implemented file transfer for MCP tools, enabling upload and download without consuming agent context memory.

Wrote comprehensive cloud infrastructure research covering deployment providers and baseline project capabilities.

Created Makefile targets—make run installs dependencies and starts the server, make docker runs it containerized.

Added metadata annotations to all MCP tools documenting behavior, impact, and safety hints.

Rebuilt missing source files to fix Docker build and deployed runtime on Tailnet with documentation.

Investigated sudo and TTY behavior, discovered system had autologin enabled and running properly.