IT Tech Insights by Engineers
Deep dives into AI, Cloud, DevOps, and engineering — written by engineers who actually build and ship software.
Latest Posts
Mastering Kubernetes Observability for Autoscaling
Learn why Kubernetes observability must evolve beyond static metrics. Discover pragmatic ways to handle Karpenter autoscaling, Tekton CI/CD, and reduce MTTR.
🤖 AI & Machine LearningAI Industry Myths: Unmasking the Magic Box in 2026
Stop treating machine learning like magic. We debunk the biggest AI industry myths of 2026, from medical models to the Anthropic Pentagon dispute.
⚙️ Dev & EngineeringAutomating Git Commits & Cloudflare Pages Deploys with n8n
Streamline your content pipeline! Learn how to use n8n to automatically commit generated files to Git and trigger Cloudflare Pages deploys, ensuring smooth, conflict-free publishing.
☁️ Cloud & DevOpsDedicated vs Virtual Clusters: Which to Choose in 2026?
Compare dedicated Kubernetes clusters versus virtual clusters. Learn how to reduce infrastructure costs, improve isolation, and simplify CI/CD pipelines.
⚙️ Dev & EngineeringHow We Built a Real-Time Data Engineering Platform with DX in Mind
Discover how to build a scalable data engineering platform using Apache Airflow, Kafka, and Spark while prioritizing developer experience and maintainability.
☁️ Cloud & DevOpsMastering Kubernetes Virtual Clusters to Cut Costs
Learn how Kubernetes virtual clusters solve multi-tenancy headaches and eliminate cluster sprawl. A pragmatic, step-by-step guide for DevOps engineers.
🤖 AI & Machine LearningAI Industry Myths: Unplugging the Hype Machine in 2026
Busting 2026's top AI industry myths. From OpenAI shutting down Sora to data center limits, discover the reality of machine learning infrastructure today.
🤖 AI & Machine LearningAI Infrastructure Constraints: When Math Hits Reality
Discover why AI infrastructure constraints, from data center zoning to government regulations, are forcing tech giants to abandon hype and face reality.
☁️ Cloud & DevOpsPrometheus Alert Validation: Stopping 3 AM Pager Noise
Learn how to implement observability as code with local Prometheus alert validation. Stop using production as a testing ground and reduce 3 AM alert fatigue.
⚙️ Dev & Engineeringn8n Playwright Screenshot Automation for Visual Workflows
Master n8n Playwright screenshot automation! Learn to execute shell commands, capture headless browser images, and embed them in your content pipelines.
☁️ Cloud & DevOpsManaging Kubernetes AI Workloads Without 3 AM Pages
Learn how to manage Kubernetes AI workloads using Dynamic Resource Allocation (DRA) to prevent infrastructure drift and stop 3 AM GPU scheduling failures.
🤖 AI & Machine LearningChatGPT Ads & AI Red Tape: The End of the Magic Era
Discover why ChatGPT ads and Anthropic's legal battles prove machine learning isn't magic. Learn how vector similarity drives AI monetization in 2026.