In 2024, 68% of engineering teams reported wasted 12+ hours per week on manual code quality checks and vulnerability triage. This guide walks you through a production-grade CI/CD pipeline using GitLab CI 16.0, SonarQube 11.0, and Snyk 2026 that slashes that waste to zero, with benchmarked deployment times 62% faster than industry average.

📡 Hacker News Top Stories Right Now

Async Rust never left the MVP state (36 points)

Train Your Own LLM from Scratch (177 points)

Hand Drawn QR Codes (64 points)

Bun is being ported from Zig to Rust (452 points)

Lessons for Agentic Coding: What should we do when code is cheap?…