Prbl — AI code security scanner vs Agentic Integrity Foundation
A detailed comparison to help you choose the right AI tool for your workflow.
Prbl — AI code security scanner
Prbl is an AI code security scanner for repositories and live apps built with tools such as Cursor, Claude, Copilot, Lovable and Bolt. It detects hardcoded keys, missing auth checks and injection flaws, then uses an AI rewriter to write fixes and show them as a diff for approval. It is aimed at developers who ship code generated by AI coding tools. The free scan needs no account: paste a live app URL or a public repo and get results in about 60 seconds. Unlike scanners that only report findings, Prbl captures a behavioral baseline before changing code, then re-scans to confirm the finding is gone. It also checks AI-specific gaps such as missing access control on scaffolded routes and fallback secrets, and it is designed to run alongside tools like Semgrep, Snyk or CodeQL.
View Prbl — AI code security scanner →
Agentic Integrity Foundation
Agentic Integrity Foundation (AIF) acts as a local, on-device firewall that evaluates covered coding-agent tool calls before they are executed. It monitors the action surface of agents, allowing users to observe the resulting verdict—whether an action was allowed, blocked, redacted, or paused. AIF is designed for developers who need to inspect agent workflows and ensure coding agent actions remain within defined security boundaries. It connects to supported agents via hooks or proxies, providing a detailed audit trail of the decision-making process in a local viewer. Crucially, all decision-making, the audit trail, and protected content remain on the user's machine using a loopback-only daemon. Core pre-execution secret-flow blocking is offered free forever, ensuring that sensitive data never leaves your local environment.
View Agentic Integrity Foundation →Feature Comparison
Prbl — AI code security scanner
- •Free scan for repos and live apps, no account needed
- •Detects hardcoded secrets, injection and missing auth checks
- •AI rewriter writes fixes and shows a diff to approve
- •Behavioral baseline checks that fixes preserve existing behavior
- •Rescan confirms the finding is resolved
- •Flags fallback secrets in environment variable lookups
Agentic Integrity Foundation
- •Evaluates coding-agent tool calls pre-execution
- •Stops and blocks dangerous agent actions
- •Maintains local audit trail of decisions
- •Supports agents like Claude Code and Cursor
- •Runs via local loopback-only daemon
At a glance
| Prbl — AI code security scanner | Agentic Integrity Foundation | |
|---|---|---|
| Category | Security | Security |
| Pricing | Freemium | Free |
| Community Rating | No reviews | No reviews |
| Upvotes on Stremit | 65 | 0 |
| Website | getprbl.com ↗ | harden.run ↗ |
Prbl — AI code security scanner vs Agentic Integrity Foundation: Which is Better?
Choosing between Prbl — AI code security scanner and Agentic Integrity Foundation depends on your specific needs. Both tools belong to the Security category, making them direct competitors. Compare their pricing, features, and user reviews above to make the best choice for your workflow.
Visit the individual tool pages for more detailed information, community reviews, and feature breakdowns.
Frequently asked questions
What is the difference between Prbl — AI code security scanner and Agentic Integrity Foundation?
Prbl — AI code security scanner: Prbl is an AI code security scanner for repositories and live apps built with tools such as Cursor, Claude, Copilot, Lovable and Bolt. It detects hardcoded keys, missing auth checks and injection flaws, then uses an AI… Agentic Integrity Foundation: Agentic Integrity Foundation (AIF) acts as a local, on-device firewall that evaluates covered coding-agent tool calls before they are executed. It monitors the action surface of agents, allowing users to observe the…
Is Prbl — AI code security scanner free?
Prbl — AI code security scanner is listed as Freemium on Stremit. Check the tool's site for current plans.
Is Agentic Integrity Foundation free?
Agentic Integrity Foundation is listed as Free on Stremit. Check the tool's site for current plans.
Are Prbl — AI code security scanner and Agentic Integrity Foundation competitors?
Yes — both are Security tools on Stremit, so people often compare them before choosing.