Product
Four parts, one pipeline. Test, score, check every release, then watch.
Each one answers a different question about whether AI agents can use your business. They are built to be adopted in that order.
- AI shopping teststragent drives a real headless browser the way an AI assistant would — reading the page, deciding, clicking — and keeps the trace when it gives up.Loop: observe → think → actTools: 9Browser: headless ChromeProviders: Anthropic · OpenAI · OpenRouter
- Readiness scoringNine stages, scored the same way every time, with a stable cause code and a concrete fix behind every failure.Stages: 9Scoring: readiness-v2Cause codes: 41 · taxonomy-v1Merge rule: worst agent style wins
- Release checks in CIRun the suite on every pull request. Fail the build when a stage moves backwards — and only then.Exit codes: 0 pass · 1 gate · 2 errorGate modes: regression · any_fail · neverIntegrations: GitHub · GitLab · any CIFirst run: never fails
- MonitoringScheduled checks and classified real agent traffic, per agent family, with alerts that fire on a trend rather than on a quiet Sunday.Scheduled checks: ≥ 60s · never backfilledClassifier: classifier-v2 · 5 familiesAlerts: score · conversion · streakCompared with: 7-day mean