Why CTXone
Why a context engine — and why self-hosted.
The thinking behind CTXone: the structural problem it solves, the economics, and where it earns its keep.
Vision
Why a self-hosted context engine breaks the context-cost paradox — and what CTXone is building toward for individuals, teams, and enterprises.
Read →Context anxiety
The fear of closing an AI session because you'll lose everything it learned — the pain CTXone was built to end. Coined by Craig Brown, 2026-04-13.
Read →Token economics
The token math behind CTXone — how budgeted, targeted recall replaces flat-memory dumps, and why the savings ratio climbs as your graph grows.
Read →Cost savings
How CTXone pays for itself on cost savings alone — cheaper agent startup, shared memory and context, tracked token-to-dollar savings, and catching over-budget sessions before they burn.
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