January 2026
5 min read
Soft Tools: Reducing Context Overhead for Complex Tool Use
How we reduced context overhead by 92% and improved agent tool selection accuracy by abstracting specialized tools behind natural language sub-agents. A practical pattern for scaling agentic AI systems.
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AI Engineering
Architecture