Beacon
Beacon anticipates risks in open source dependencies through advanced predictive analysis.
FreemiumCoding & Dev
Visit website Free to browse · updated 2026-06-21
What is Beacon ?
Modern applications rely heavily on external packages that can lose support over time without clear indicators. Beacon addresses this by modeling survival probabilities based on activity patterns, community engagement, and other factors to enable proactive planning rather than emergency responses. The process begins with a simple connection to version control systems for scanning manifest files. Results appear in a centralized view that ranks packages by risk level and suggests alternatives when needed, supporting various ecosystems and repository structures. Additional capabilities include configurable notifications through common team tools and tracking of security-related metrics alongside general health indicators. This approach helps maintain focus on development work while reducing long-term technical debt from neglected dependencies.
Key features
60-90 day predictive abandonment scoring with XGBoost survival model
GitHub App integration with read-only manifest access and monorepo support
Ranked dependency risk dashboard with SPS scores
Threshold alerts via Slack, email, or JIRA
Migration recommendations with ranked replacements
Signal breakdown across commits, maintainers, funding, issues, and security
Security hygiene tracking including CVE age and OSSF Scorecard
What you can use Beacon for
Predictive Dependency Monitoring
Beacon uses an XGBoost survival model to forecast package abandonment 60-90 days in advance, allowing teams to identify at-risk dependencies before they cause production issues.
Risk Dashboard and Alerts
Provides a ranked dependency risk dashboard with SPS scores and configurable threshold alerts delivered via Slack, email, or JIRA to surface critical packages first.
Migration and Security Planning
Delivers ranked replacement recommendations for at-risk packages along with continuous tracking of security hygiene metrics such as CVE age and OSSF Scorecard.
How to use Beacon
- 1Install the Beacon GitHub App with one-click setup
- 2Select individual repositories or entire organizations to monitor
- 3Allow Beacon to scan dependency manifests and collect external signals
- 4Review the ranked risk dashboard with SPS scores and migration recommendations
- 5Configure threshold alerts for Slack, email, or JIRA notifications
Beacon pricing
Pricing model: Freemium. Plan details are indicative — check the site for current prices.
STARTER
Free/mo
- 1 repo
- Up to 200 packages
- Weekly digest email
- SPS scores for all packages
- 7-day score history
PRO
Popular₹999/mo
- 5 repos
- Up to 2,000 packages
- Slack + email alerts
- Migration recommendations
- 90-day score history
- npm + PyPI ecosystems
Editor's verdict
Pros
- +Predicts package abandonment 60 days early
- +Quick setup under 60 seconds with no code storage
- +Free starter tier for one repo
Cons
- –Starter limited to 1 repo and 200 packages
- –Pro tier features listed as coming soon
- –SOC 2 compliance still in progress
Our take: Beacon is a solid coding & dev choice. It's valued for predicts package abandonment 60 days early and quick setup under 60 seconds with no code storage. The main trade-off is starter limited to 1 repo and 200 packages. A good pick if you want capable AI without a high upfront cost.
Frequently asked questions
Beacon installs as a GitHub App with read-only access limited to manifest files, supporting monorepos without storing any source code or secrets.
Summary
Beacon is a solid coding & dev choice. It's valued for predicts package abandonment 60 days early and quick setup under 60 seconds with no code storage. The main trade-off is starter limited to 1 repo and 200 packages. A good pick if you want capable AI without a high upfront cost.
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