Decoupled control plane and distributed cluster operators enforcing desired state, continuous drift reconciliation, and autonomous self-healing loops across cloud providers.
VaakOps decouples declarative policy authoring from runtime execution through lightweight cluster operators.
Unified control center managing clusters, tenant isolation, access tokens, environment topologies, and multi-region deployment strategies.
Open Policy Agent (OPA) integration enforcing strict zero-trust network policies, image signing, resource quota limits, and IAM boundaries prior to admission.
Real-time metrics, OpenTelemetry traces, and structured log correlation detecting deployment anomalies and cascading latency spikes.
Continuous bi-directional drift detection reconciling cluster workloads back to Git-defined source-of-truth states automatically.
Domain model decomposition, declarative pipeline state machines, uniform cloud adapter abstractions, OPA policy gates, and closed-loop reconciler automata.
Pipelines are modeled as directed acyclic graphs. The engine performs Kahn's topological sort with cycle detection, executing independent parallel stages concurrently while enforcing strict serialized ordering for dependent services.
Every candidate deployment traverses the enterprise service graph in VaagaGraph. Blast radius scores calculate direct dependencies, downstream consumers, and shared data stores to dictate required approval quorums.
Declarative Rego policies evaluate every pipeline manifest against immutable guardrails: non-root execution, trusted enterprise container registries, signed provenance (Cosign), and strict memory quotas before admission.
During canary progression, real-time OpenTelemetry error rates and latency percentiles are polled. Any anomaly exceeding baseline contracts triggers instantaneous traffic shift back to stable baseline within 5 seconds without human intervention.
Physical Kubernetes container sizing, sandboxed worker isolation, mTLS ingress, multi-cloud network routing, and high-availability state clusters.
Control plane pods are allocated 1000m CPU and 1024MiB RAM with Node.js --max-old-space-size=768. The 85% memory ceiling leaves a 15% safety margin, triggering early circuit-breaking before Linux cgroup OOM kills.
Build jobs and infrastructure execution runs operate in unprivileged, rootless containers using Kaniko and OpenTofu. Isolated Linux namespaces and seccomp profiles prevent container breakouts or host network tampering.
Inter-service communication is secured via mTLS 1.3 with automated certificate rotation. Ports 4400 (REST API / WebSocket), 9090 (Prometheus scrape), and 5432 (PostgreSQL) are restricted via Kubernetes NetworkPolicies.
Active-Active control plane pods distributed across 3 Availability Zones. PostgreSQL streaming replication guarantees RPO = 0, while autonomous canary rollback delivers an RTO of under 5 seconds upon SLA breach.
Every pull request and deployment manifest is validated against declarative Rego policies before runtime reconciliation.
package vaakops.admission
default allow = false
# Rule 1: Disallow privileged containers across all namespaces
deny[msg] {
input.request.kind.kind == "Pod"
container := input.request.object.spec.containers[_]
container.securityContext.privileged == true
msg := sprintf("Container '%v' violates zero-trust: privileged execution forbidden", [container.name])
}
# Rule 2: Enforce cryptographically signed container images
deny[msg] {
input.request.kind.kind == "Pod"
container := input.request.object.spec.containers[_]
not startswith(container.image, "registry.vaagatech.com/")
msg := sprintf("Container image '%v' must originate from certified enterprise registry", [container.image])
}
# Rule 3: Enforce strict CPU and memory resource quotas
deny[msg] {
container := input.request.object.spec.containers[_]
not container.resources.limits.memory
msg := sprintf("Container '%v' missing mandatory memory limit threshold", [container.name])
}
# Admission is granted only when zero deny violations are raised
allow {
count(deny) == 0
}Closed-loop automation eliminates middle-of-the-night pages through deterministic remediation playbooks.
OpenTelemetry streams continuously calculate error budgets and latency P99 deviations against baseline SLA contracts.
VaakOps matches anomalies against verified remediation playbooks to determine automated vs operator-approved intervention.
Operators execute automated remediation (canary rollback, pod drain, PVC auto-expansion, cert rotation) within 15 seconds.
Full timeline of the incident, trigger telemetry, and remediation action is recorded permanently in the audit log.