See the impact of every change before it reaches production

Stag models your environment as a live system and predicts how each change will behave across services, routes, data paths, and shared components. It helps teams avoid outages by seeing risk early, not reacting late.

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[risk analysis]

[S1]

RECOMMENDED:Pin dependency to v2.7Add integration testDeploy behind feature flag

[riskS AVERTED]

37

Outages do not start as disasters

They start as small changes no one fully sees. A configuration tweak. A dependency update. A routine deploy.

By the time the problem shows up, it is already too late.

Teams lose hours tracing failures they did not expect.Evenings, weekends, and life moments disappear into incident response. Most outages begin with change.Most teams only see the impact after production.

INTRODUCING STAG

A new way to keep systems steady through change

Stag gives teams a clear view of how a change will behave inside their environment. It represents your system as a living graph and predicts how changes move through services and shared components before they cause harm. Instead of guessing, teams see the impact early and act with confidence.

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[01]

Understands your environment

Reads live configurations and dependencies as they exist today.

[02]

Simulates change behavior

Predicts how updates interact across the system.

[03]

Surfaces real risk

Flags unsafe changes before they turn into incidents.

USE CASES

Where Stag fits into your work

[01]

Surfaces real risk

[02]

Calmer releases without fear of hidden side effects.

[03]

Less time spent firefighting and more time on planned work.

[04]

Fewer late night pages and weekend interruptions.

[05]

Fewer late night pages and weekend interruptions.

BENEFITS

What teams gain with Stag

Spend less time in crisis mode

Stag helps teams see risk early so systems stay steady and time stays yours.

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