Blog

Insights and practical guidance on AI infrastructure, GPU optimization, Kubernetes, and platform engineering.

Container Security on Kubernetes: A Practical Guide with Trivy, Falco, and Kyverno

Most Kubernetes clusters are running containers with known vulnerabilities, no runtime monitoring, and no policy enforcement. Here is how to fix that with three open-source tools.

How to Cut Your AWS Bill in Half Without Changing Your Architecture

Most growing teams are overpaying on AWS by 30-50%. Here is the exact checklist we use in every infrastructure audit to find and eliminate wasted spend — no migrations, no rearchitecting.

Using AI to Monitor Kubernetes Clusters and Make Dynamic Scaling Decisions

How to move beyond static thresholds and use AI-driven observability to detect anomalies, predict traffic patterns, and automate scaling decisions across your Kubernetes infrastructure.

A Practical Guide to AI for Small and Mid-Size Businesses

No hype, no jargon — a straightforward guide for business owners evaluating where AI actually makes sense and how to adopt it without wasting money.

Building a CI/CD Pipeline with Dagger That Deploys to Kubernetes

A practical guide to building a containerized CI/CD pipeline using Dagger's TypeScript SDK — from local Kind clusters to production EKS with GitHub Actions, AWS CDK, and multi-environment promotion.

Building a Production Feature Flag Service with Claude Code

How we built FlagSignals, a full-stack feature flag platform with A/B testing and billing, using AI-assisted development.

GPU Cost Optimization on Kubernetes: A Practical Guide

Learn how to reduce GPU infrastructure costs by up to 60% with proper Kubernetes scheduling, time-slicing, and right-sizing strategies.

Platform Engineering for AI/ML Teams: Building the Foundation

How platform engineering principles transform AI/ML infrastructure from artisanal setups to scalable, self-service platforms.

FinOps for AI Infrastructure: Beyond Cloud Cost Tags

Traditional FinOps practices fall short for AI workloads. Here's how to build a cost management strategy that accounts for GPU economics.