Launched January 6, 2026
Kerno

Kerno

Turn vibe code into production-ready code

SubscriptionCodeIDEMonitoring101 impressions#726 of its week

Kerno is a lightweight runtime intelligence engine that creates a tight feedback loop between live systems, developers, and their AI code agents so they can ship better code and catch and fix small issues faster before they escalate.

Kerno runs automated backend tests against your live stack to catch runtime, security, and integration bugs before code ships.

for
Backend engineers and AI coding agents who need runtime validation.
pricing
freemium · free trial
works withTypeScriptJavaScriptPythonJavaGoRustC#CKotlinRubyPHPPostgreSQLMySQLMariaDB

Key features

8 features of Kerno
  • Live stack validation — Runs tests against your running app and its dependencies to detect regressions in real time.
  • Functional API workflow checks — Executes end-to-end scenarios covering API behavior and edge cases.
  • Contract & schema validation — Ensures responses match expected contracts and schema definitions.
  • Authorization & authentication testing — Detects broken access controls and privilege escalation issues.
  • Security OWASP Top 10 checks — Automates detection of common security vulnerabilities in your backend.
  • Self-healing test suite — Retires stale scenarios and creates new ones as the codebase evolves.
  • CI integration — Integrates with CI pipelines to run validations on every pull request.
  • Team analytics — Provides dashboards for test results, blast-radius, and impact across engineers.

Use cases

  • Validate API changes against live databases and message queues before merging.
  • Detect authorization bugs that only appear under real user traffic.
  • Automatically generate regression tests for new endpoints after a deployment.
  • Run security checks for OWASP Top 10 issues on every code change.
  • Provide AI coding agents with runtime feedback to improve generated code.

Kerno pricing

  • Community$0/month30 test runs per month · 1 repository · 1 user · Custom context and rules
  • Pro$50/dev per monthUnlimited test runs · Unlimited repositories · Unlimited users · Team and codebase analytics

Kerno vs alternatives

KernoDatadogClineTabnineGrafana
Best forLive backend QA for AI-generated codeApp performance monitoringIDE-based AI coding assistanceAI code completionUptime and incident tracking
PricingFreemiumSubscriptionFreeSubscriptionSubscription
DevHunt upvotes00000
LaunchedJan 2026————
  • Kerno vs Datadog: Datadog focuses on monitoring and observability, not automated backend test generation.
  • Kerno vs Cline: Cline is an open-source autonomous coding agent for IDEs, not a runtime QA platform.
  • Kerno vs Tabnine: Tabnine provides AI code completions, whereas Kerno validates code at runtime.
  • Kerno vs Grafana: Better Stack offers uptime and incident monitoring, not automated backend test validation.

Kerno FAQ

What's included in the free plan?+

30 test runs per month, one repository, one user and unlimited KIT graph, with no credit card required.

What counts as a test run?+

Each scenario execution against your app counts as one test run, including creation, update, or replay of a baseline.

Can I switch plans or cancel anytime?+

Yes, you can upgrade, downgrade, or cancel at any time without long-term contracts.

Is there a trial before paying?+

The free Community plan is fully functional, letting you try Kerno without a credit card before upgrading.

What’s the difference between Pro and Enterprise?+

Pro adds unlimited runs, repos, users, analytics and CI integration; Enterprise adds SSO/SAML, self-hosting, audit logs and dedicated support.

Summarized by DevHunt from kerno.io · Oct 8, 2026. Details may change; check the official site.