PRSense
The missing memory layer
for growing engineering orgs.
PRSense vector-indexes your repositories to cure Context Amnesia, automate high-risk triage, natively block duplicate engineering efforts, and instantly refactor repetitive code.
Works with your stack
Engineered for Scale
Stop wasting budget on redundant engineering execution.
Repository Memory Engine
Vector-index every PR, issue, and discussion to provide instant, organization-wide semantic recall.
Instant CI/CD Blocking
Block duplicate engineering natively inside your Pull Request status checks before code is merged.
Automated Risk Triage
Dynamically score PR impact and route complex architectural changes to the original authors.
Enterprise BYOK Security
Bring Your Own Key or use local ONNX node embeddings. We never train on your proprietary codebase.
Cross-Repo Radar
Detect overlapping work not just in one project, but across your entire global organization.
Continuous ROI Tracking
Gain visual insights into repository health and track exact engineering hours saved per week.
One-Click Refactor Engine
Detect identical logic across PRs and instantly generate a unified utility module with a single click.
Auto-PR Agent
Automatically commit and open Pull Requests for generated refactors directly back to your repository.
6 Ways to Use PRSense
Choose the integration that fits your workflow.
GitHub Action
CI/CD integration. Surfaces relevant history on every PR automatically.
VS Code Extension
Recall history while you type in your local dev environment.
CLI Tool
Index and query your repo with npm run cli check.
GitHub Bot
Webhook-based bot. Auto-comments with related context.
Library
Import as a Node.js module. Full programmatic control.
Microservice
Run as a standalone REST API with Docker.
What We Don't Do
PRSense is an Enforcer, not a coding assistant.
Copilots generate code. PRSense builds an omniscient memory of your codebase so your teams stop rewriting logic and start understanding the context behind every line.
We don't care about formatting rules. We strictly map semantic engineering flow, automate high-risk triage, and detect architectural drift.
We enforce BYOK. Your engineering history never leaves your VPC to train public foundational models.
Frequently Asked Questions
Everything you need to know about PRSense.
What Git providers do you support?
PRSense v2.0 natively integrates with GitHub and GitLab. We provide first-class webhook processing and automated status checks across both platforms.
How does PRSense protect our code?
We only read PR metadata, diffs, and the text of issues/commits. We do not clone your entire repository. Data in transit and at rest is fully encrypted.
Does PRSense train AI models on our code?
No. Your code is never used to train public models. We use embeddings to map semantics, and all raw text is isolated to your organization's tenant.
How fast is duplicate detection?
Typically under 200ms. We use a combination of fast Bloom filters for literal matches and local ONNX embeddings for semantic similarity, ensuring minimal overhead on your CI/CD pipeline.
Can I host this on-premise?
Yes! PRSense offers a Dockerized enterprise version that you can deploy entirely within your own VPC. Contact sales for more information.
Ready to get started?
Give your repository long-term memory in 5 minutes.