Research
Code review claims, with receipts.
Field reports, measurement notes, and practical review methods. Every comparative claim identifies its basis; every case study points back to code you can inspect.
Latest articles
Secrets in Code: Why Developers Need More Than Scanners
Learn why entropy and pattern matching miss exposed credentials, and how developers can combine secret scanning, PR evidence, and rotation to reduce risk.
GitHub CI Quality Gates: Block Bad Merges With PR Review Evidence
Run tests, publish coverage, wait for SonarQube or SonarCloud, then require named checks in GitHub rulesets and add Veridical’s PR review backed by evidence.
Code Quality Scores: Why Metrics Need Verified PR Reviews
Learn how code quality scores combine four pillars, guide pull request gates, and use verified reviews to catch defects that metrics alone can miss.
PR Reviews: Find False Negatives With Evidence, Not Guesswork
Learn how research on review habits, risk focused checks, and measurable feedback help teams catch defects automated scans miss in PR reviews.
7 Steps to Stop Merge Blockers with Branch Protection Rules for Dev Teams
Dev teams: 7 step branch protection checklist, fixes for status check and merge queue traps, ruleset layering, and Veridical PR review.
Turn Code Review Comments into Actionable SARIF Findings on GitHub
Learn how to make code review comments actionable on GitHub using SARIF, stable fingerprints, branch protection gating, and F1 calibrated advisory scores.
75% of Flaky Failures Cluster: Flaky Test Detection Without Reruns
Most flaky failures group into clusters. Learn how to detect and triage them without costly reruns using differential coverage, clustering, ML, and a CI...
Test Research Backed Code Review Best Practices for Teams in Two Weeks
Research-backed code review best practices for teams: small, focused PRs, CI automation, labeled comments, and a two week pilot plan you can run this sprint.
Developers: 6 step checklist to fix blocked merges and add Veridical
Practical checklist for developers to configure and diagnose GitHub required status checks, unblock stalled merges, enforce team policies, and add...
Developers: Code Review F1 Is Misleading, Real PR Ceiling 19.38%
Understand code review F1, how benchmark choices (context, matching, diff size) skew scores, and use a compact checklist to vet vendor claims.
Cut 94–98% of GitHub PR False Positives with Evidence First LLMs
Evidence first methods to cut false positives in GitHub PR reviews. Start day one triage, add AFPE and LLM hybrid checks, and track recall.
Security Code Review Checklist Mapped to OWASP for Engineering Teams
A standards-mapped, PR-focused security code review checklist for engineering teams. Maps checks to OWASP ASVS and CWE and shows exactly what to verify...