Platform Engineer with IssueOps and GitOps
How platform engineering eliminates infrastructure bottlenecks while automating enterprise security, compliance, and cloud onboarding through issue-driven GitOps.
Writing
Cloud
Notes on AI platforms, agent quality, and how software engineering is changing.
EKS Auto Mode for Agentic AI Platforms: The Case For and Against
Why platform engineers building agentic AI systems choose Amazon EKS Auto Mode over Fargate and ECS, and the real-world trade-offs to watch out for.
Resilient Multi-Cloud LLM Gateways: Routing, Rate Limits, and Failovers
How to design a production model gateway that handles provider outages, rate limits, and latency spikes across multiple cloud providers.
Network Segmentation for AI Systems: Containing Blast Radiuses in Agent Architectures
Why flat virtual networks are dangerous for AI systems, and how to design isolated network zones to prevent SSRF and data exfiltration.
Why Traditional API Gateways Break with Generative AI
How streaming tokens, minute-long connections, and token-based rate limits break standard enterprise API proxies.
Building Scalable Agentic AI Platforms: A Technical Deep Dive - Part 2
A technical deep dive into the four core platform modules: LLM gateways, MCP tool brokers, secure execution sandboxes, and unified telemetry.
Building Scalable Agentic AI Platforms: A Technical Deep Dive - Part 1
An in-depth exploration of architectural patterns and best practices for building enterprise-grade AI platforms that scale.