AI Governance for the Platform Engineer
Your IDP standardizes infrastructure, CI/CD, and security scanning. But AI agents are the missing piece. AI-SDLC extends your platform with Kubernetes-inspired declarative governance — YAML policies, reconciliation loops, and adapter architecture that works the way you already think.
The AI gap in your developer platform
You've standardized everything else. AI agent governance is the missing golden path.
No standard for AI governance in IDPs
You have golden paths for infrastructure, CI/CD, and security. But there's no equivalent standard for how AI agents should be governed across your platform.
Teams are building ad-hoc AI governance
Without platform-level governance, each team creates custom scripts, manual review processes, and one-off policies for AI agents. Your standardized developer experience is fragmenting.
Observability doesn't cover AI agents
Your monitoring stack tracks infrastructure and application metrics. But AI agent behavior — reliability, quality, and compliance — isn't part of your observability story.
AI governance as a platform primitive
AI-SDLC integrates into your IDP with the Kubernetes-native patterns you already use.
Declarative YAML policies
Define AI governance policies in YAML — version-controlled, reviewable, and deployable through your existing platform processes. Desired state, not imperative scripts.
Reconciliation loop enforcement
The reconciler continuously enforces desired governance state — not just at merge time. If an agent drifts from policy, governance is re-applied automatically.
Adapter architecture
Swap AI tools and integrations without changing governance policies. GitHub↔GitLab, Linear↔Jira, Slack↔Teams — adapters abstract the toolchain.
OpenTelemetry-compatible metrics
Export AI agent behavior metrics to Datadog, Grafana, or your existing observability stack. Track agent reliability alongside your platform SLOs.
Ready to add AI governance to your platform?
Start with the open-source Community edition — Apache 2.0, Kubernetes-native, and ready to integrate with your IDP.