Observability in 2026: OpenTelemetry, eBPF, and the Death of Traditional Monitoring
Traditional monitoring is dead. Not in the hyperbolic, conference-keynote sense where everything is always dying, but in the practical sense…
Supply Chain Security After xz: What Changed and What Didn’t
On March 29, 2024, Andres Freund, a Microsoft engineer working on PostgreSQL performance, noticed something strange. SSH connections to his…
The Platform Engineering Playbook: Building Internal Developer Platforms That Teams Actually Use
Platform engineering has become one of the most discussed disciplines in software organizations, and for good reason. After a decade…
AI Coding Agents in CI/CD: Automated Code Review, Test Generation, and Deployment
The modern software development pipeline is undergoing a quiet revolution. AI coding agents — autonomous systems capable of reviewing pull…
MCP (Model Context Protocol): How Anthropic’s Open Standard Is Reshaping AI Tool Integration
For years, integrating AI models with external tools has been a patchwork of proprietary APIs, brittle glue code, and vendor-specific…
Why Your Staging Environment Lies to You: Closing the Dev-Prod Gap
Last month, a payment processing bug slipped through our entire QA pipeline — unit tests, integration tests, a full regression…
Git Workflows That Actually Scale: Trunk-Based vs GitFlow in 2026
Every engineering team eventually hits the same wall. Your Git history looks like a plate of spaghetti. Merges take longer…
Debugging Production Issues Without Losing Your Mind: A Systematic Approach
3 AM, Saturday Morning Your phone buzzes. PagerDuty. The alert says “API response time > 5s, error rate > 15%.”…
Why Most Data Pipelines Break on Sundays: Lessons from Production ETL
Sunday at 3 AM Is When the Pipeline Decides to Teach You a Lesson I have been paged on more…
Why Your Docker Images Are 10x Too Large: A Practical Guide to Multi-Stage Builds
Your Node.js Image Is Probably 1.2 GB. It Should Be 120 MB. I recently audited the Docker images for a…