Your AI agent calls six tools for a simple question. Cut the waste.
Improve AI agent tool routing with deterministic shortcuts, bounded fallback and request-scoped reuse. Test the routing decisions in Node.js.
AI Agents
The AI says refund completed, but the API timed out
Build AI agent action verification with an operation ledger and state-bound replies. Handle uncertain refunds without inventing success or retrying blindly.
Your customer says cancel while the AI agent is still working
Handle AI agent cancellation with versioned intent, action checkpoints and honest outcomes. Build a Node.js example that separates stopping from undoing.
Your AI remembers the old address. How should memory work?
Use AI agent memory design that separates current task facts, preferences and verified records. Resolve corrections and scope in a Node.js example.
Your AI agent passed the demo. Find the conversations that break it.
Build an AI agent evaluation harness that checks tool actions as well as replies. Replay corrections, outages and authorisation failures with Node.js.
A product description tells your AI to issue a refund
Enforce AI agent tool authorisation outside the model. Build a tenant-scoped gateway that rejects unsafe actions even when retrieved text gives instructions.