IT Tech Insights by Engineers
Deep dives into AI, Cloud, DevOps, and engineering — written by engineers who actually build and ship software.
Latest Posts
AI 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.
⚙️ Dev & EngineeringHow to Build a Scalable Async Data Pipeline in TypeScript
Learn how to build a highly performant, scalable async data pipeline in TypeScript. Master concurrency limits, retries, and developer experience in this guide.