IT Tech Insights by Engineers
Deep dives into AI, Cloud, DevOps, and engineering — written by engineers who actually build and ship software.
Latest Posts
Automated Incident Investigation: A Pragmatic Look
Explore the reality of automated incident investigation, AWS DevOps Agent, and why runtime visibility matters more than unattended DevOps automation.
⚙️ Dev & EngineeringAPI Observability: The RED Method & Payment Gateways
Master API observability using the RED Method. Learn how to implement Go middleware for SLIs and navigate the evolving Stripe vs Airwallex API landscape.
🤖 AI & Machine LearningAnthropic vs OpenAI: Which AI Strategy Should You Choose in 2026?
Confused by the AI ecosystem wars? We break down Anthropic's focused tools versus OpenAI's everything app strategy to help you choose the right path.
⚙️ Dev & EngineeringBuild a Unified TypeScript Action Pipeline for Better DX
Learn how to build a unified TypeScript action pipeline that standardizes API integrations, boosts developer experience, and optimizes backend performance.
🤖 AI & Machine LearningDecoding the Black Box AI: The Human in the Loop Illusion
Discover why the human in the loop concept for black box AI is an illusion. Learn how software teams can handle opaque machine learning models effectively.
⚙️ Dev & EngineeringSecure MCP Server Authentication: A Step-by-Step Guide
Learn how to implement secure MCP server authentication using API keys in TypeScript. Protect your agentic AI control plane with this step-by-step tutorial.
⚙️ Dev & EngineeringTop 5 Modern DX Tools 2026 to Stop Writing Boilerplate
Tired of writing the same API boilerplate? Discover the top 5 modern DX tools 2026, from compiled API languages to agentic security games for developers.
🤖 AI & Machine LearningAI Assistants vs Agents: Which Architecture Wins in 2026?
Compare Google's Gemini Mac app and OpenAI's Agents SDK. Discover whether native assistants or autonomous agents are the right fit for your tech stack.
🤖 AI & Machine LearningBusting AI Industry Myths: Valuations, Vectors, and Reality
Tired of exaggerated marketing? Let's debunk the biggest AI industry myths, from trillion-dollar valuations to personal intelligence, with practical reality.
⚙️ Dev & Engineering5 Web Architecture Trends You Should Know About in 2026
Discover the top 5 web architecture trends in 2026, from resilient edge routing to GenAI serverless patterns and React performance optimization strategies.
🤖 AI & Machine LearningClaude vs ChatGPT: Which LLM Should You Choose in 2026?
Discover the real differences between Claude and ChatGPT in 2026. We cut through the hype to help developers and IT pros choose the right machine learning tool.
☁️ Cloud & DevOpsBridging the Docker Gap for Enterprise Observability
Discover how platform teams bridge the Docker visibility gap to achieve true enterprise observability using OpenTelemetry and pragmatic system design.