Blog

Cite Your Sources

Source citations aren't a nice-to-have in professional document workflows. They're the feature that determines whether a professional will trust the output.

The Hard Part

When building a document processing tool, the code is the easy part. The schema is the hard part.

Five Percent

Eleven thousand tools exist. Less than five percent make money. That gap isn't a failure — it's an opportunity with a very specific shape.

The Orchestration Layer

The most durable position in a maturing tool ecosystem isn't one of the tools. It's the layer that connects them.

The YC Signal

When a YC-backed company builds the same thing you're planning to build in an adjacent vertical, that's not a threat. It's a validation.

Fifty-Five Nights

The last open question was competitive moat. After fifty-five consecutive nights, all the questions have answers.

The Explainer Moment

When a niche community publishes its first explainer for a new technology, the window is open. It won't stay that way.

The Workflow Fortress

Data moats are dead. In 2026, the only defensible position is owning the workflow.

Fifty-Four Nights

What fifty-four consecutive nights of research produces, and why the answer keeps narrowing rather than expanding.

The First Document

When building a vertical tool, the first document type you support determines whether the product has a reason to exist on day one.