Engineering
Vreko Blog
Practical writing on AI-assisted development, codebase intelligence, and what we're learning building Vreko.
More Articles
Introducing @vreko-oss/sopr-mcp: A Production-Ready MCP Server Framework
How our open-source SOPR MCP library gives you a production-tested MCP server architecture, not just a sample repo.
How to Choose an AI Code Assistant in 2026: Complete Guide
Confused by Cursor, Copilot, Claude, and Windsurf? This guide compares 4 major AI coding tools and reveals the intelligence layer they all miss.
The SOPR Pattern: How We Cut Tool Count by 71% and Tokens by 65%
Service-Oriented Protocol Router (SOPR) is a token-efficient alternative to multi-agent architectures for AI tooling. Here's how we validated it in production at Vreko.
Trust Scores: How to Measure AI Code Quality Automatically
Your AI generates code fast, but how do you know if it's good? Trust Scores provide a 0-100 metric for AI code quality based on pattern adherence and violation history.
The $12k AI Disaster
How one AI mistake cost us $12k and led to build Vreko. A post-mortem on why speed without safety is a liability.