Real coding sessions · never self-reported
Fixed misleading service startup status message label
11254 sessions tracked this month across all builders
Corrected inaccurate service startup message to reflect actual command.
Fixed missing execute permission in ailab wrapper script
3h 48m
Fixed the missing execute permission on ailab wrapper, enabling it to run.
Built a self-hosted AI lab for inference and image generation
Welcome back
Created a fully integrated AI lab with inference, image generation, and voice capabilities accessible locally and remotely.
Documented system architecture with component and data flow diagrams
1493 sessions tracked this week across all builders
Documented the system architecture including component layouts, data flows, and persistence schemas.
Mapped the path from single-tenant sandbox to multi-tenant SaaS
1513 sessions tracked this week across all builders
Analyzed sandbox architecture against multi-tenant SaaS requirements and mapped the path forward.
Implemented file transfer infrastructure for MCP tools
1529 sessions tracked this week across all builders
Implemented file transfer for MCP tools, enabling upload and download without consuming agent context memory.
Researched cloud deployment infrastructure and provider options
1522 sessions tracked this week across all builders
Wrote comprehensive cloud infrastructure research covering deployment providers and baseline project capabilities.
Set up convenient make commands for quick local startup
1526 sessions tracked this week across all builders
Created Makefile targets—make run installs dependencies and starts the server, make docker runs it containerized.
Added behavior and safety annotations to all MCP tools
1.1M tokens
Added metadata annotations to all MCP tools documenting behavior, impact, and safety hints.
Fixed Docker build and deployed runtime on Tailnet
First build tracked for this project
Rebuilt missing source files to fix Docker build and deployed runtime on Tailnet with documentation.
Debugged login issues, confirmed system was working
1566 sessions tracked this week across all builders
Investigated sudo and TTY behavior, discovered system had autologin enabled and running properly.