Tags

Tags in Neatlogs

Tags let you label and categorize your agent traces for better organization and filtering.

You can use tags to:

• Track different test cases (e.g. v1-prompt, gpt-4, fallback-mode)
• Group traces by feature or scenario (booking_flow, customer_support)
• Flag experiments or known bugs (beta-test, tool-failure, high-latency)

Apply tags when initializing traces:

import neatlogs

nl = neatlogs.init("<YOUR_API_KEY>")
nl.add_tags(["crew_ai","marketing_strategy", "v1"])

Then, in your Neatlogs dashboard, you can filter by tags to quickly find what you’re looking for.

Watch the integration in action

Check out this quick walkthrough on how to integrate Neatlogs with CrewAI and use tags effectively: