Blog

Updates & Insights

Technical deep dives, product updates, and thoughts on AI development.

Dec 20, 2025 feature security

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Introducing Automatic Security Audits (Experimental)

mrq now scans your snapshots for security vulnerabilities as you code. Here's why we built it and how it works.

Dec 19, 2025 announcement product

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Introducing mrq: Version Control for AI-Assisted Development

We built mrq because the traditional git workflow doesn't fit how developers work with AI coding assistants. Here's what we made and why.

Dec 15, 2025 technical architecture

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How mrq Works Under the Hood

A technical deep-dive into mrq's architecture: file watching, snapshot storage, diffing, and how we designed version control for AI-assisted development.

Dec 10, 2025 ai version-control

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Why Git Doesn't Quite Fit AI-Assisted Workflows

Git is excellent for human developers making deliberate changes. But when AI agents iterate rapidly on your code, the workflow assumptions start to break down.

Dec 5, 2025 ai best-practices

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Practical Strategies for Recovering from AI Coding Mistakes

What to do when your AI assistant breaks something, and how to set yourself up so recovery is painless when things go wrong.