Watch Cursor resolve an SLO breach in real time
A real production report takes 7+ seconds. Datadog catches the breach, Cursor coordinates Opus, Composer, Codex, and six MCPs — and submits a tested PR. PagerDuty never pages.
Analytics
Revenue reporting · Q4 demo
Generate Q4 revenue report
Aggregate orders across all 6 regions and render the consolidated chart. Endpoint: /api/reports/generate
SLO target
P99 latency · /api/reports/generate
Calls the real endpoint — latency is not simulated
Value capture per SLO breach
Same report. 12× faster. SLO restored before PagerDuty escalates.
Metric
Before
With Cursor
Delta
P99 latency
7,412ms
612ms
−91.7%
SLO headroom
14.8× over
8.1× under
(500ms target)
resolved
Serial DB spans
12
0
all parallel
Time to PR
47 min
2:14
(engineer-paged median)
−95%
Scales to every Datadog SLO breach, every day. Cursor becomes the layer where observability, code, and CI converge.
Why enterprises trust this motion
Guardrails, not guesswork.
Scoped file access
Agent can only modify `src/**`. No migrations, infra, or CI configs.
Perf regression gate
PR only opens when live latency beats the SLO target — no theoretical fixes.
Human approval gate
Agent proposes, never merges. A reviewer ships the change.
Full audit trail
Every MCP call, span, prompt, and diff is attached to the PR.
One click. Six MCPs coordinated. Three models, one PR ready for review.This is what Cursor as an orchestration layer looks like.