CI failures shouldn't break
your momentum.
TierZero CI/CD Agent diagnoses build failures, detects flaky tests, and tracks CI health metrics, so your team ships instead of debugging pipelines.
Understand why builds are failing.
When a build fails, TierZero CI/CD Agent reads the logs, identifies the root cause, and tells you what broke and why. No more scrolling through 500 lines of build output to find the one error that matters.
Intelligent log parsing
Parses build logs across CI providers to pinpoint the exact failure, filtering out noise from thousands of output lines.
Error attribution
Correlates failures with recent code changes, environment diffs, and dependency updates to identify the root cause.
Fix suggestions
Recommends specific fixes based on the failure pattern — from missing env vars to version conflicts.
Find flaky tests before they erode trust in CI.
Flaky tests are never 'just flaky'. TierZero CI/CD Agent collects evidence across 100s of historical failures to identify the pattern.
Statistical detection
Analyzes pass/fail patterns across runs to identify flaky tests with high confidence, not just "did it fail once."
Quarantine
Isolate flaky tests and page issue owner so that the build train keeps chugging.
Production-informed test validation
Prioritizes tests by production failure correlation to focus CI resources on tests that catch real production issues.
Measure and improve your CI health over time.
Track the metrics that matter: PR Merge to Live time, build success rates, and pipeline throughput. TierZero CI/CD Agent surfaces bottlenecks and trends so you can make CI faster, not just less broken.
PR Merge to Live tracking
Create new baselines or integrate with your existing dashboards. Measure well so you can improve.
Build success trends
Tracks success rates over time before they become the norm.
Don't just find problems. Fix them.
When TierZero CI/CD Agent diagnoses a CI failure, it doesn't stop at telling you what went wrong.
Notify offending PR
Automatically notify the Pull Request owner via Github mention or Slack message.
Open a new Pull Request
Propose a fix and open a new Pull Request, ready for review and merge.
Ship reliably.
Saved Per Week
Less time debugging pipelines, more time shipping
Faster PR Merge to Live
Average improvement across customer pipelines
FAQ
How do I automate patch management?
TierZero's CI/CD Agent monitors dependency advisories, opens patch PRs automatically, runs the test suite, and flags any failures with diagnostic context. For Kubernetes and container patching, the agent coordinates rollouts and verifies health post-deploy. No manual triage required.
What AI correlates deploys with production failures automatically?
TierZero's CI/CD Agent watches every deploy event, then correlates production alerts and errors to the specific commit, PR, and code path responsible. When an incident fires, the agent already knows which deploy introduced the regression and can open a rollback PR or fix PR in one click.
What is the best AI for flaky test detection?
Effective AI for flaky test detection separates real failures from false ones by reasoning across historical pass/fail patterns, recent code changes, and test isolation behavior, not just retry counts. TierZero's CI/CD Agent does this directly in CI: flaky tests are auto-quarantined with full audit logs; real failures escalate with stack traces, recent commits, and a recommended fix. Integrates with GitHub Actions, CircleCI, Buildkite, and the major CI runners.
What AI opens fix PRs automatically for failing builds?
TierZero's CI/CD Agent diagnoses build failures, identifies the root cause (config drift, dependency bump, breaking API change), and opens a fix PR with the proposed change ready for human review. Approval workflows ensure no code merges without an engineer signing off.