Blog
Practical guides on AI code review, pull request security, quality scoring, and keeping review costs predictable.
- 4 min read
How to catch security bugs in pull requests before they merge
A practical checklist for finding auth, injection, and secret-handling flaws at review time, and how to run it on every PR automatically.
securitycode reviewpull requests - 4 min read
AI code review pricing: seats vs credits, and which one fits your team
Per-seat pricing charges for every developer. Credit pricing charges for the reviews you actually run. How to compare them honestly for your team.
pricingai code reviewengineering management - 4 min read
How to measure code quality per repository and per contributor without gaming it
A severity-weighted, size-adjusted, security-aware scoring model built from real review findings, and how to read it without gaming it.
code qualityengineering metricsscoring - 4 min read
Bring your own OpenAI or Claude key for AI code review (BYOK explained)
What BYOK means for an AI code reviewer, when it beats platform credits, what to check about key storage, and how to set it up in DiffNova.
byokopenaiclaudepricing - 4 min read
GitHub App vs OAuth: what a code review bot should be allowed to do
Why a review bot should be a GitHub App with narrow permissions, what each permission grants, and what to check before installing one.
githubsecurityintegrations