Uploaded June 2026 | Updated September 2026, 2 weeks ago
The Grafana AI team (Engineers Ivana Huckova and Sonia Aguilar) share what's new in AI Observability this week: a new way to instrument and visualize agent workflows, plus a neat trick for jumping straight from a metric spike to the exact conversation that caused it using Prometheus exemplars.
In this episode:
- Instrument and visualize workflows built with frameworks like LangGraph — see each step, its loops, LLM calls, cost, and input/output state, so you can spot exactly where an agent run failed.
- A redesigned agents feed with evaluation/quality data and the ability to select multiple conversations into a collection.
- Using Prometheus exemplars in AI Observability to attach trace IDs to metrics (like time to first token) and jump from a latency spike to the real trace behind it — instrumented for free via Grafana Assistant.
- A look at the Sigil SDK plugins, including tracking your Claude Code usage.
We're showing parts of our team meetings to build in public in some small way and give you a sneak preview of what's to come. But not all features we show may make it to production! You've been warned. :)
Timestamps:
00:00 What's new in AI Observability this week
00:46 Demo: Instrumenting & visualizing agent workflows (LangGraph)
02:39 Demo: Prometheus exemplars — metric spike to conversation
Links/resources:
Grafana AI Observability overview — grafana.com/docs/grafana-cloud/machine-learning/ai-observability
Instrument agents with frameworks (LangGraph, LangChain, etc.) — grafana.com/docs/grafana-cloud/machine-learning/ai-observability/guides/instrument-agents
GenAI agent observability — grafana.com/docs/grafana-cloud/monitor-applications/ai-observability/genai/agent-observability
Get started with AI Observability — grafana.com/docs/grafana-cloud/machine-learning/ai-observability/get-started
Introduction to exemplars (Grafana) — grafana.com/docs/grafana/latest/fundamentals/exemplars
Configure and use exemplars (Grafana Cloud) — grafana.com/docs/grafana-cloud/send-data/traces/configure/exemplars
Get started with the Grafana Cloud forever-free tier: grafana.com/g/cloud
Have a question? Ask Grot, your AI helper: grafana.com/grot
Reach out in our community forums: https://gra.fan/communityyf
---
Thanks for watching!
👍 Was this video helpful? Like and subscribe to our channel for more videos.
Connect with Grafana Labs:
X: (twitter.com/grafana)
LinkedIn: (linkedin.com/company/grafana-labs/)
Facebook: (facebook.com/grafana)
#Grafana #Observability
The Grafana AI team (Engineers Ivana Huckova and Sonia Aguilar) share what's new in AI Observability this week: a new way to instrument and visualize agent workflows, plus a neat trick for jumping straight from a metric spike to the exact conversation that caused it using Prometheus exemplars.
In this episode:
- Instrument and visualize workflows built with frameworks like LangGraph — see each step, its loops, LLM calls, cost, and input/output state, so you can spot exactly where an agent run failed.
- A redesigned agents feed with evaluation/quality data and the ability to select multiple conversations into a collection.
- Using Prometheus exemplars in AI Observability to attach trace IDs to metrics (like time to first token) and jump from a latency spike to the real trace behind it — instrumented for free via Grafana Assistant.
- A look at the Sigil SDK plugins, including tracking your Claude Code usage.
We're showing parts of our team meetings to build in public in some small way and give you a sneak preview of what's to come. But not all features we show may make it to production! You've been warned. :)
Timestamps:
00:00 What's new in AI Observability this week
00:46 Demo: Instrumenting & visualizing agent workflows (LangGraph)
02:39 Demo: Prometheus exemplars — metric spike to conversation
Links/resources:
Grafana AI Observability overview — grafana.com/docs/grafana-cloud/machine-learning/ai-observability
Instrument agents with frameworks (LangGraph, LangChain, etc.) — grafana.com/docs/grafana-cloud/machine-learning/ai-observability/guides/instrument-agents
GenAI agent observability — grafana.com/docs/grafana-cloud/monitor-applications/ai-observability/genai/agent-observability
Get started with AI Observability — grafana.com/docs/grafana-cloud/machine-learning/ai-observability/get-started
Introduction to exemplars (Grafana) — grafana.com/docs/grafana/latest/fundamentals/exemplars
Configure and use exemplars (Grafana Cloud) — grafana.com/docs/grafana-cloud/send-data/traces/configure/exemplars
Get started with the Grafana Cloud forever-free tier: grafana.com/g/cloud
Have a question? Ask Grot, your AI helper: grafana.com/grot
Reach out in our community forums: https://gra.fan/communityyf
---
Thanks for watching!
👍 Was this video helpful? Like and subscribe to our channel for more videos.
Connect with Grafana Labs:
X: (twitter.com/grafana)
LinkedIn: (linkedin.com/company/grafana-labs/)
Facebook: (facebook.com/grafana)
#Grafana #Observability
