Catch silent failures
The errors no one paged on: NaN tax, duplicate payouts, a retry storm. Soma learns normal and opens a finding the moment something drifts.
Root-cause in minutes
Every finding arrives with the case attached — the error, the deploy that caused it, the owner, and the exact file and line.
On-call without the noise
You only hear about what actually broke, and why, with the owner already tagged. No dashboards to babysit, no thresholds to tune.
Ship the fix, fast
Soma drafts a guarded change at the suspect line and hands it to your coding agent. You review, you ship, the failure never returns.
Answer anything about your systems
Which deploy caused the spike? Who owns payments? Ask in plain language across one grounded graph, every answer cited to its source.
Keep agents in check
Watch every agent run, catch the ones that misbehave, and turn each confirmed fix into a guardrail so the same mistake can't ship twice.
See it on your own stack.
Fifteen minutes. One real workflow. No slides.