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 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.
🤖 AI & Machine LearningAI Weather Forecasting: How OpenSnow Beat the Big Models
Discover how OpenSnow uses AI weather forecasting and human expertise to beat billion-dollar models. Learn practical machine learning lessons for your team.
☁️ Cloud & DevOpsCase Study: Kubernetes Gateway API Migration on AWS
Discover how moving from fragile Ingress annotations to the Kubernetes Gateway API on AWS improves traffic routing, system stability, and team sanity.
🤖 AI & Machine LearningAutonomous AI Agents: Why The Hype Fails Reality
Discover why autonomous AI agents aren't magic. We demystify Claude Code's auto mode and ChatGPT's ecommerce failures with practical developer insights.
⚙️ Dev & EngineeringUnleash Diverse Voices: n8n Template Persona Content Workflow
Boost your content with dynamic personas and templates in n8n! Learn to build an n8n template persona content workflow for varied, engaging output.
⚙️ Dev & EngineeringMastering Modern Full-Stack Architecture: Monorepos & Limits
Discover how to optimize modern full-stack architecture with TypeScript monorepos and Go rate limiting. Improve your DX, backend performance, and UI today.
☁️ Cloud & DevOpsBackstage vs kro: Choosing Platform Engineering Tools
Compare Backstage vs kro for your infrastructure. Discover which platform engineering tools offer the best developer experience without operational bloat.