In Q1 we want to create a PoC of an App SRE chat bot that uses LLMs to help identify problems. It should be able to look at 3 pieces of information

• Time series data from Prometheus anomaly detection
• App SRE Change log data
• Dependency information

The idea would be to work with the LLMs to idetify outages and what may be the problem. For example can it correlate a reported outage with an anomaly in the metrics, or an outage or issue with a dependency, or with a change that went through recently.

The definition of done here is not to deliver a finished product, but to determine if this is possible, figure out how it should hang together, and demonstrate either it's feasibility or in-feasibility.