Reliability / Observability
Conversational SRE Agent
Ask your reliability questions in plain language; get answers, evidence, and dashboard links in seconds.
The problem
Small-team reliability work is dominated by repetitive lookups — p99 latency, error spikes, recent failures. Each means logging into a dashboard, picking a time range, and building a query. A 5-minute task done 20 times a day is 100 minutes of context-switching.
Our approach
A read-only agent that lives in team chat with access to the observability stack. Engineers ask in plain language; the agent picks the right data source, runs the query, and replies with a concise answer plus evidence. It has zero write capability — diagnosis only. Action lives in a separate, deterministic system, which is what makes it safe for the whole team to use.
How it works
Where the AI agent acts, and where a human stays in the loop.
A question in chat
An engineer asks in the messaging app — or a scheduled daily/weekly summary fires.
AI agent picks the source
Chooses the right observability backend for the question and runs a read-only query.
Answer + evidence
A concise reply with supporting data and a dashboard link, in the same thread.
Engineer decides what to do
The human acts on the answer — the agent never takes an action itself.
Want something like this for your team?
We'll find one workflow worth automating and the ROI behind it. No slides.