SMRTR AIMay 21, 2026Daily.dev

Your AI Agent Has Too Many Tools — Here’s the Fix

SMRTR summary

NeuronAI's new ToolSearch middleware fixes a hidden problem in AI agents: loading hundreds of tools every request wastes tokens and causes models to make subtle, hard-to-catch errors. Instead of carrying the full catalog, agents now query tools on demand using natural language, injecting only what's needed per turn.

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