Explain CI failures with root causes for developers
Developers waste time debugging CI failures without clear root cause explanations
“Developers frequently complain about unclear CI errors slowing debugging”
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Detect flaky tests in CI pipelines for teams
Teams lose time rerunning pipelines due to flaky tests without clear identification
Flaky tests are a widely discussed pain point in developer communities
Track infrastructure cost per feature or service
Teams cannot attribute infrastructure costs to specific features or services
Companies increasingly seek granular cost attribution for infrastructure
Centralize incident updates for stakeholders and teams
Teams struggle to keep stakeholders updated during incidents
Incident communication gaps are frequently discussed in engineering teams
Detect unused infrastructure resources for teams
Companies waste money on idle or unused cloud resources
Idle cloud resources are a frequent cost issue reported by teams