Ship faster with AI coding tools — without increasing merge risk
Pullminder verifies AI-assisted pull requests with risk scoring, policy enforcement, and reviewer briefs — from your terminal with the CLI, in CI pipelines, or through the GitHub App and dashboard. Extend detection with composable rule packs from the public registry.
Risk Score
Author
@sara-eng
Diff
+412 lines · 9 files
Commit
a3f91c2
Analyzed
just now
AI-Generated Code Detected
Patterns consistent with Cursor / Claude-style scaffolding in auth_v2.go.
Findings (3)
Potential SQL injection on raw query string
Unsanitized request input is concatenated into a query in auth_v2.go.
New module added without matching test coverage
Coverage delta −6.4% on changed files.
Rule Results
Analyzes PRs from any source
The AI Velocity Paradox
AI makes writing code 10x faster, but it makes reviewing code 10x harder. Teams are drowning in high-volume, low-trust pull requests that bypass critical security and architectural checks.
AI Hallucinations
LLMs generate convincing but broken logic that looks correct at a glance, tricking tired human reviewers.
Review Bottlenecks
The sheer volume of AI-assisted PRs means reviewers either block development or "rubber stamp" risky changes.
An autonomous verification layer for every commit.
Pullminder sits between your AI IDE and your production branch. It analyzes intent, checks for security patterns, and runs custom policy engines to ensure that even "AI-first" teams maintain "Safety-first" standards.
- CLI
--agentJSON so Cursor, Copilot, and Claude Code can read findings and self-correct Pullminder only - 25 rule packs with 210+ detection rules on every PR
- AI-generated reviewer briefs via Claude
- Custom merge policies with automatic blocking
How it works
Zero-config integration with your CI/CD pipeline.
Connect GitHub
Install our GitHub App and select the repositories you want to protect. Get started →
Define Policies
Use the visual policy wizard to set security, testing, and merge guardrails.
AI Verification
Every PR is scanned by our engine to flag high-risk AI generations.
Ship Confidently
Reviewers get a "Risk Brief" that points exactly where to look.
What you get
Risk Scoring Engine
Our proprietary model assigns a numeric risk score to every diff based on complexity, security impact, and AI probability.
Reviewer Brief
We generate a concise brief explaining exactly what the AI changed and why it's risky.
Policy Enforcement
Block merges automatically if code doesn't meet your team's custom verification standards.
Slack Alerts
Instant notifications for high-risk PRs so leads can jump in before things get buried.
Historical Trends
Track risk trends over time and identify which repositories, authors, or AI tools generate the most flagged PRs.
Start Your Free Trial
Try Pullminder free for your first 100 pull requests. Full Team tier access, no credit card required. See AI-powered verification on your actual PRs.
Frequently Asked Questions
How do you handle private code?
We never store your full source code and never train on your data. We process only diff hunks (~3KB per PR) from changed files. Organizations can disable AI briefs entirely for zero third-party data sharing.
Does this slow down the CI pipeline?
No. Pullminder runs asynchronously — webhook processing takes under 100ms, and full analysis completes in 3-6 seconds without blocking your PR.
Can I use Pullminder locally?
Yes. The free CLI runs analysis locally on your machine without sending code to any server. Teams can also use the GitHub App for automated PR reviews in CI.
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Building production systems
Thessaloniki, Greece · GDPR-native
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Pullminder is built by Upmate — a digital engineering agency with a 20-year track record. Meet the team →