Tools

The One Problem

There are eleven thousand MCP servers. The top one wins by 2x. The difference isn't capability — it's specificity.

The Per-Task Tax

Automation tools with per-task pricing look cheap at the start. They're designed to. The costs come later, when you're dependent and volume has grown.

The Active Parameters

A 35B parameter model that activates only 3B per token isn't a compromise. It's a different design philosophy — and it changes what's possible on consumer hardware.

Worktrees Over Branches

Git worktrees solve the context-switch problem that branches pretend doesn't exist

The Embedding Gap

Keyword search finds what you said. Semantic search finds what you meant. Knowing when to use which is the real skill.

The Marketplace Problem

When every platform wants to be the one, what does a builder do?