The Meridian Blog

Engineering insights, product updates, and code quality deep dives.

Engineering

How AI code review catches 73% more bugs than manual review alone

We analyzed 50,000 pull requests to measure how AI-assisted review compares to traditional code review workflows.

Jan 20258 min
Productivity

The hidden cost of slow code reviews (and how to fix it)

Slow reviews block merges, kill momentum, and silently drain engineering velocity. Here is what the data says.

Jan 20256 min
Security

Meridian's security model: why your code never leaves your environment

A deep dive into our zero-trust architecture and how we analyze code without ever storing it.

Dec 20245 min
Engineering

Building a high-velocity PR review culture at scale

Lessons from engineering teams that review and merge pull requests in under an hour, consistently.

Dec 202410 min
Engineering

From 48-hour review cycles to 4 minutes: an Axiom case study

How Axiom used Meridian to cut their average review turnaround from two days to under five minutes.

Dec 20247 min
Code Quality

Writing effective AI review rules for your team

A practical guide to crafting custom review rules that catch real issues without creating noise.

Dec 20246 min
Engineering

2025 State of Code Review: what 500 engineering teams told us

Our annual survey reveals trends in review practices, tooling adoption, and team productivity across the industry.

Nov 202412 min
Security

Understanding OWASP Top 10 in the context of modern web APIs

How the classic OWASP vulnerabilities manifest in modern API-first architectures and what to watch for.

Nov 20249 min

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