Debugging AI Agents: Observability Best Practices with Inkeep & SigNoz

​AI agents are powerful, but debugging them in production is hard. Non-deterministic behavior, LLM latency, and token costs introduce new observability challenges that traditional monitoring tools don’t fully address.

​In this webinar, engineers from Inkeep and SigNoz walk through how Inkeep monitors its AI agent framework in production using OpenTelemetry-native observability with SigNoz.

​What you’ll learn:

• ​How Inkeep’s AI agent framework is architected (push/pull workflow, sub-agents, tools)

• ​Why observability is critical for agentic systems

• ​How SigNoz traces, metrics, and dashboards help debug complex agent workflows

• ​Live demo: tracing agent execution, tool calls, latency, and token usage

• ​Best practices for monitoring and optimizing AI agents in production

​Speakers and Moderators:
- Shagun Singh (Speaker) — Software Engineer @ Inkeep
- Goutham Karthi (Speaker) — Software Engineer @ SigNoz
- Anushka Karmakar (Moderator) — PMM @ SigNoz
- Gaurav Varma (Moderator) — DX Engineer @ Inkeep

​Agenda (40 min):

• ​15 min — Inkeep engineer: AI agent architecture & observability needs

• ​15 min — SigNoz engineer: Live monitoring & debugging demo

• ​10 min — Live Q&A

​About Inkeep:

​Inkeep helps teams build and manage AI agents using a no-code visual builder or a developer SDK, with full two-way sync that enables seamless collaboration between technical and non-technical users in a single platform.

• ​Follow us on X: https://x.com/inkeep

• ​Get agents running locally in under 5 minutes: https://docs.inkeep.com/get-started/quick-start

• ​Check out our open-source GitHub repository and give it a ⭐: https://github.com/inkeep/agents

• ​Stay up to date — subscribe to our newsletter: https://inkeep.com/agents-newsletter

• ​Subscribe on YouTube: https://www.youtube.com/@inkeep-ai

​About SigNoz:

​SigNoz is an open-source observability platform built natively on OpenTelemetry. It provides traces, metrics, and logs in a single pane of glass; a cost-effective alternative to Datadog and New Relic.

• ​Get started in under 5 minutes: https://signoz.io/docs/install/

• ​Check out our open-source GitHub repository (25k+⭐): https://github.com/SigNoz/signoz

• ​Follow us on LinkedIn: https://www.linkedin.com/company/signozio/

• ​Subscribe on YouTube: https://www.youtube.com/@signoz