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How Trail Works

Work That Fits in a Night: How Trail Stops Caring About Corpus Size

A compile-time knowledge system has to integrate new sources against everything it already knows. That integration cost grows with the corpus — until, one Tuesday, it stops finishing before the next night begins. Here is how Trail makes that cost bounded without going blind to the long tail.

How Trail Works · April 20, 2026 · 11 min read