Helping AI applications use limited model context more effectively through compression, selective tool output, prompt budgeting, and session handoffs. Customers include coding-assistant teams and enterprises seeking lower inference bills without sacrificing task quality.
Week 43 (Oct 19–Oct 25 2026) pick. Growing agent sessions and expensive tool output make context a measurable cost and reliability constraint, supporting a distinct optimization market.
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