DevOps

Kubernetes Rbac Hardening tightens cluster access by reducing overprivileged bindings, service account permissions, and cluster-admin sprawl. Use it to audit RBAC, apply least-privilege roles, and validate access changes.

Network Engineering defines and executes network changes with explicit design evidence, validation steps, and rollback readiness. Use it for routing, DNS, firewall, load balancing, segmentation, and connectivity updates.

OS Platform defines and executes operating system baseline, hardening, and patching workflows with health checks. Use it for Linux or Windows server changes that need impact assessment, verification, and rollback readiness.

Pod Security Admission implements Kubernetes PSA labels and defaults to roll out audit, warn, and enforce modes safely. Use it to migrate namespaces from PodSecurityPolicy or tighten pod security without disrupting workloads.

Syslog Centralization With Rsyslog implements centralized log collection with encrypted rsyslog forwarding, per-host routing, and durable queues. Use it to set up and validate secure, reliable syslog ingestion.

Trivy Container Security Scanning runs Trivy against images, filesystems, and config artifacts to find vulnerabilities, misconfigurations, secrets, and license issues. Use it to generate SBOMs, enforce severity gates, and publish findings for triage.

Guides migrating Spring Boot projects across major and minor versions (2.7 to 3.5, 3.5 to 4.x, and within 4.x). Covers toolchains, Jakarta EE, security, Hibernate, Jackson, properties, testing, and OpenRewrite automation.

Provides a runtime control plane for safely deploying evaluated AI agents into production, managing versioning, staged rollouts, fallback, cost and latency budgets, tool health, human escalation, and disablement.

Design, document, review, and evolve consumer-facing APIs and event interfaces. Use when choosing REST, GraphQL, RPC, events, or webhooks; writing OpenAPI/AsyncAPI contracts; defining schemas, mutations, errors, idempotency, or planning API versioning, deprecation, and migration.

Design and implement backend services and APIs with patterns for REST, gRPC, GraphQL. Covers service logic, database access, integration, error handling, and testing.

Provides scripts for backing up, restoring, and migrating Headscale installations, including SQLite database, configs, and TLS certificates. Use before upgrades or for disaster recovery.

Deploy, configure, and maintain a self-hosted Headscale control server for WireGuard mesh networking. Use this when you need full control over your tailnet without relying on Tailscale's SaaS infrastructure.