05/08/2026
Every new AI session made me pay the same tax... I had to explain the project again.
The notes already existed. The source files, technical decisions, active tasks, and unfinished drafts were already on my computer. But every time I changed tools, I became the memory bridge between them.
That is why my Obsidian vault stopped being only a notes folder.
I began opening the same ProbeLemOS folder in Obsidian and VS Code. Obsidian became the human-facing cockpit. VS Code became the shared CLI playground where Claude Code, Codex, Gemini Antigravity, and bounded local models could enter the same governed files.
The system is organized around Context, Capabilities, Cadence, and Connections. Active work moves through dedicated workspaces and projects. Every deliverable still stops at the Approval Gate because AI processes the work, but I make the decision.
The cockpit now spans LeMacBookM5Pro, ProbeLem-Linux/LeMint, and the rugged LeMovo-P14s field tool. Tailscale, Git, and Google Drive connect them through different paths without pretending that every copy has the same authority.
I wrote the complete story because I think many creators and engineers are solving the wrong problem. We keep searching for the perfect AI tool when the real weakness is often the handoff between tools.
If you know an ETO, engineer, or creator who keeps rebuilding their context in every new chat... forward this to them.
The full cockpit tour is linked in the comments.
Keep on probing!