Risk Detection for Pull Requests
Find the PRs that will cause incidents before they merge
Your team reviews code every day. But rubber-stamp approvals, skipped checks, and no-approval merges still slip through. CodePulse detects 8 distinct risk patterns across every pull request, automatically.
Read-only GitHub access. No source code stored. Setup in under 3 minutes.
of defects are catchable during code review
SmartBear, 2,500 code reviews
increase in incidents per PR as review quality drops
Cortex Benchmark Report
increase in review time as PR volume grows
Faros AI, 10,000+ developers
8 Risk Patterns
Eight ways a PR can go wrong, caught automatically
Each merged and open PR is scored against these risk patterns. High-severity findings surface first so your team focuses where it matters.
Large PRs
PRs with 500+ lines that overwhelm reviewers and hide defects in volume.
Rubber Stamps
Approvals given in under 2 minutes. Fast clicks, missed bugs.
No-Approval Merges
Code merged without any reviewer signing off. Zero human verification.
Failing Checks
Merged despite CI failures. Tests, linting, or security scans were ignored.
Premature PRs
Single-reviewer PRs on complex changes. One set of eyes is not enough.
Self-Merged
Author approved and merged their own code. No independent review.
Sensitive Files
Changes to config, infra, or security-critical files without extra scrutiny.
After-Hours Merges
Weekend and late-night deploys when no one is around to catch rollback signals.
You are already doing code review.
But are you catching the right things?
✕What most teams miss
- •A 1,200-line PR gets a single "LGTM" after 90 seconds
- •CI is red, but the merge button still gets clicked
- •A Kubernetes config change merges at 11pm Friday with no reviewer
- •The same developer approves and merges their own hotfix
- •Monday morning starts with a production incident, not a standup
✓What CodePulse surfaces
- •Exactly which PRs were rubber-stamped, with reviewer name and time
- •Every merge that bypassed CI, filterable by repo and severity
- •After-hours and weekend deploys correlated with team and time zone
- •Risk trends over time so you can prove process improvements to leadership
- •CSV exports for compliance audits and incident post-mortems
How It Works
From GitHub to risk insights in minutes
No configuration files. No webhook setup. No code changes. Connect your GitHub org and every PR is analyzed automatically.
Connect GitHub
Read-only OAuth. No agents, no source code access. Under 3 minutes.
Automatic Risk Scoring
Every merged and open PR is analyzed against 8 risk patterns in real time.
Surface What Matters
Filter by severity, risk type, repository, or time range. Export to CSV for audits.
Trend and Improve
Track risk trends over time. Set alert rules. Prove that your process changes are working.
What makes this different from "just looking at GitHub"
GitHub shows you individual PRs. CodePulse shows you patterns across your entire org that manual review simply cannot catch at scale.
Cross-repo patterns
Spot which repositories consistently produce risky merges. Compare risk profiles across teams and services.
Trend tracking
Watch risk trends week-over-week. Show leadership that your process changes are reducing incidents.
Severity scoring
Not all risks are equal. A no-approval merge on a config file is more dangerous than a large docs PR. Severity reflects that.
Risk detection, not developer surveillance
CodePulse detects process risks at the PR level, not individual performance. The goal is to improve your review process, not to track who made a mistake. Teams use this to build better habits, not to assign blame.
Read-only GitHub access. Metadata only. No source code stored.
Go deeper: the research behind risky PR detection
We dug into the data behind PR risk patterns, looking at which ones predict the most production incidents and how top teams structure their review processes.
Read: The PR Pattern That Predicts 73% of Your IncidentsStop finding out about risky PRs from your incident channel
Connect your GitHub org. See every rubber-stamp approval, every no-approval merge, every after-hours deploy, across every repository. Free to start.
No credit card required. Read-only GitHub access. Setup in under 3 minutes.