Expertise — Red Gear

Assess

Find cost and reliability gaps across multi-cloud and Kubernetes — with a prioritized roadmap.

Hardening review and vulnerability scans with engineer-ready remediation guidance.

Map LLM, RAG, and agent risks to OWASP GenAI — with actionable findings.

Find prompt injection and tool-abuse paths before production — with a prioritized fix list.

Find unsanctioned AI usage and define policy, controls, and blast-radius reduction.

Terraform module libraries and multi-account architecture for reproducible environments.

Cluster design and rollouts that get production workloads live reliably.

GitHub Actions and GitLab pipelines with validation and security gates built in.

Metrics, logs, and alerts your on-call can act on — Prometheus, Grafana, Loki.

We scope agent tools, enforce authorization, and govern MCP servers at design time.

Automated linters, scanners, and AI regression tests in CI for model-backed services.

Cloud-native migration with minimal downtime and clear rollback paths.

Cloudflare DDoS mitigation and system hardening that shrinks blast radius in production.

Automated backups and tested failover for critical workloads.

SLA-backed node platforms built for high-availability production loads.

On-call rotations and incident investigation that keep SLAs intact under load.