Rewarelabs
The Story
AI coding agents often generate functionally correct but insecure code. We developed and open-sourced Security Cards to guide them on generating secure code across 80+ widely used libraries and 13 programming languages.
Home Features Contact Blog Request early access Back to blog Research August 25, 2026 7 min read How Security Cards Reduce Insecure AI-Generated Code by 72% Security Cards provide library-specific guidance that helps AI coding agents generate safer code.
TL;DR: AI coding agents often generate functionally correct but insecure code. To address this issue, we have open-sourced Security Cards , targeted security guidance for 80+ widely used libraries across 13 programming languages. Our evaluation shows that the Security Cards reduce the rate of insecure code generation by up to 72.3% in Claude Code with Opus 4.7. You can find these security cards on our website or on GitHub , or simply install the skill to guide your AI agent on how to use the cards with the following command:
Overview
AI coding agents often generate functionally correct but insecure code. We developed and open-sourced Security Cards to guide them on generating secure...
AI coding agents often generate functionally correct but insecure code. We developed and open-sourced Security Cards to guide them on generating secure code across 80+ widely used libraries and 13 programming languages.
Home Features Contact Blog Request early access Back to blog Research August 25, 2026 7 min read How Security Cards Reduce Insecure AI-Generated Code by 72% Security Cards provide library-specific guidance that helps AI coding agents generate safer code.
TL;DR: AI coding agents often generate functionally correct but insecure code. To address this issue, we have open-sourced Security Cards , targeted security guidance for 80+ widely used libraries across 13 programming languages. Our evaluation shows that the Security Cards reduce the rate of insecure code generation by up to 72.3% in Claude Code with Opus 4.7. You can find these security cards on our website or on GitHub , or simply install the skill to guide your AI agent on how to use the cards with the following command:
FAQ
What is Rewarelabs?
AI coding agents often generate functionally correct but insecure code. We developed and open-sourced Security Cards to guide them on generating secure...
Where can I access Rewarelabs?
Use the official product link below. It is the destination recorded for this listing.
Where should I check current pricing and availability?
Check the current product page before making a decision. The directory's pricing category is a listing field, not a live price quote or availability guarantee.
What stack is Rewarelabs built with?
The CompassPad entry does not list a specific stack for Rewarelabs.
Is Rewarelabs free, or does it cost money?
The CompassPad listing records Rewarelabs as open source. Check the repository for its current license and usage terms.
What we checked
- DISCOVEREDFound in the wild
This listing was discovered from a public launch post and the description above is drawn from the product's own website.
- LIVEProduct site
The product site resolved when this entry was added to the catalog.
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