Dark Code: The Silent Rot AI Accelerated
AI coding assistants accelerate dark code: codebases filled with code no one understands, owns, or can safely change. A framework for measuring the rot.
Posts tagged “devops”
← All postsAI Agents Write Features, Not Production Systems
Why prompting an AI agent to build a FastAPI app gets you functional code but not production infrastructure. How hand-crafting 13 production concerns into a chassis lets the agent focus on what it's good at: business logic.
GitHub Actions Best Practices
Production-tested guide to writing secure GitHub Actions workflows. 48 rules across security, semantic correctness, best practices, and style with fix examples.
Kubernetes Manifest Best Practices
Production-tested guide to writing secure Kubernetes manifests. 67 rules across security, reliability, RBAC, and cross-resource validation with fix examples.
Docker Compose Best Practices
A production-tested guide to writing secure, efficient Docker Compose files. 52 rules explained with real-world consequences and fix examples. Try the free browser-based validator.
Dockerfile Best Practices
A production-tested guide to writing secure, efficient, and maintainable Dockerfiles. Each rule explained with real-world consequences and fix examples. Try the free browser-based analyzer.
Building a Complete Observability Stack for Kubernetes
A practical guide to wiring together Prometheus, Grafana Loki, Jaeger, Sentry, and OpenSearch into a unified observability platform for Kubernetes workloads.
on Kubert AI
AgentOps and Agentic AI: The Future of DevOps and Cloud Automation
How AgentOps and Agentic AI redefine DevOps with autonomous cloud automation, self-healing infrastructures, and cost-efficient workflows.
on Kubert AI
AI That Thinks Like a Human: Titans & Transformer² and the Future of Adaptive Intelligence
Explores how Titans and Transformer-squared architectures enable persistent memory and real-time adaptability for intelligent DevOps automation.
on Kubert AI
AI Alignment: Agentic AI Goals in DevOps
Discusses AI alignment strategies for agentic AI systems within Kubernetes and DevOps workflows to ensure safe and reliable automation.
on Kubert AI
Agentic AI: Revolutionizing DevOps and Kubernetes Management
How Agentic AI revolutionizes DevOps and Kubernetes with autonomous, scalable, and proactive solutions beyond traditional GenAI.
on Kubert AI
What is an AI Agent? Kubert DevOps AI Agents for Kubernetes
Explains how Kubert AI Agents automate DevOps workflows and enhance operational efficiency in Kubernetes environments.
on Kubert AI
Building a Custom AI Agent for SQL Server: DevOps Practices
Build a custom AI agent for SQL Server management using DevOps practices, integrating Kubernetes orchestration with intelligent database automation.
on Translucent Computing
Cloud Composer -- Terraform Deployment
Deploy Google Cloud Composer environments using Terraform for reproducible, version-controlled data pipeline infrastructure.