Test the right parts of your product
automatically.
Zof agents generate, run, and maintain tests across user flows, APIs, and integrations as your product changes.
100+
specialized agents
19
validation domains
CI
native execution
PR
comments & gates
How testing fleets work
Fleets ground every test in System Graph context, run where your teams work, and expand coverage as your system changes.
- 01 · TAXONOMY
Testing agents
Four operational pillars
- 02 · TRUST · SCOPE
- Propose
- Read-only
Approval before action
- 03 · PILLAR
Functional Reliability
- Plus Performance
- Security
- Global
- 01
Map change impact
System Graph identifies services and workflows affected by each change.
- 02
Generate & execute
Agents create and run UI, API, and integration validation with visual and log evidence.
- 03
Maintain suites
Fleets heal brittle tests and expand coverage on critical paths automatically.
- 04
Report in CI
Results surface in PR comments, pipelines, and the reliability control plane.
Coverage that follows your product
Testing fleets generate, run, and maintain validation as your codebase changes, without growing manual test debt.
- 01
Change-aware test selection
System Graph identifies affected services and workflows so agents focus on what changed, not everything every time.
- 02
Multi-surface validation
UI flows, APIs, integrations, security checks, and release readiness run under one governed fleet.
- 03
Self-maintaining suites
Agents heal brittle tests and expand coverage on critical paths as your product evolves.
- 04
CI-native evidence
Structured results, screenshots, and logs surface in PR comments, pipelines, and your reliability control plane.
Outcomes teams measure
Ship faster without skipping validation
Every meaningful change gets the right tests automatically, functional, API, and integration, without manual suite maintenance.
19
validation domainsReduce flaky test burden
Fleets detect and repair brittle tests so your team spends less time babysitting suites and more time shipping.
60%
less maintenanceProve release readiness
Evidence bundles attach to every run so engineering leaders and auditors see exactly what was validated before release.
100%
evidence trailIntegrate with your CI/CD stack
Results gate merges in GitHub, GitLab, Jenkins, and Azure DevOps with PR comments and pipeline checks your team already uses.
CI
native execution
Validation where your teams already work
Testing fleets connect to your repositories, CI/CD pipelines, and collaboration tools, no rip-and-replace required.
CI/CD pipelines
GitHub Actions, GitLab CI, Jenkins, CircleCI, and Azure DevOps trigger and gate validation on every change.
Issue trackers
Failures link to Jira and Linear with full context, evidence, and suggested next steps.
System Graph
Every test run is grounded in live architecture context so agents know what to validate and why.
- 100+ AI agents under your control layer
- System Graph maps dependencies before changes ship
- Audit-grade evidence for compliance reviews
See testing fleets on your stack
Book a demo to connect a repository and watch governed validation run in your CI/CD workflow.
- Human-governed agents
- Works with Playwright, Cypress, Selenium
- Enterprise RBAC
Run tests and understand why they failed
Execution produces telemetry, artifacts, and root-cause analysis, not just a green check. Actionable reliability intelligence from every run.
Go beyond pass/fail with reliability analysis.
