DEMO: Agent Callbacks for Debugging
Placeholder post on adding verbose callbacks to trace tool-calling agents.
DEMO CONTENT — remove when you publish a real article.
What this demo covers (placeholder):
- Callback hooks: log thought → action → observation for each step to see why the agent picked a tool.
- Timing info: measure per-call latency; surface slow tools to optimize later.
- Redaction: mask secrets in logs; only keep hashed user IDs.
- UI snippet: minimal React panel to stream the trace in real time.
- Takeaway: add observability before scaling an agent to production.
Tags: AI AgentsObservabilityTooling