Jit (fka Cbrix)
AI NativeExecute product security workflows with AI agents
Execute product security workflows with AI agents
Published Oct 15, 2026
Vendor documentation and marketing pages show iterative changes and references to forthcoming items in the past. Procurement should verify which features are generally available (GA) versus in beta or preview.
Capterra has a listing for Jit within an application security context but shows limited visible review volume. Searching for "Jit" on general review sites surfaces multiple unrelated products with similar names; readers should ensure they are reviewing the intended product listing.
Example reviewer comments on Capterra mention ease of installation and broad use of open-source tools, and one reviewer described a migration from a competitor to Jit for improved visibility.
Searches for "JIT" produce high volumes of unrelated discussion (for example, Just-In-Time compilation and other products named Jit). No strong, high-signal Reddit or Hacker News threads specifically about the product security platform were identified in the searches performed. The absence of community signals in public forums does not indicate product quality but limits independent third-party sentiment validation.
The vendor publishes customer stories and quotations, including customer statements indicating improved in-PR remediation workflows.
Critical evaluation:
The vendor cites aggregate metrics such as automated PRs, agents deployed, hours saved, and validated findings. Public marketing material does not include a detailed methodology for how these metrics were calculated (time period, customer sample, pilot vs paid usage). Treat such figures as directional unless the vendor provides measurement methodology.
Most likely fit based on pricing and positioning:
No single vertical dominance was evident from independent sources. Vendor materials and testimonials reference a range of industries including automotive tech, telecom, and insurance technology.
Get a comprehensive analysis of Jit (fka Cbrix) including market position, competitive landscape, adoption trends, and peer benchmarks.
Download full report →G2 lists Jit as very highly rated on G2. The listing includes review content that appears to include some items unrelated to application security, reflecting potential miscategorization issues.
Examples of favorable review excerpts cited on review pages include comments about integration with Pull Request workflows and actionable intelligence for remediation.
Examples of criticisms from review excerpts include comments about documentation for advanced configuration, reporting limitations, and integration coverage in complex enterprise environments. Some reviewers mentioned performance issues when handling very large projects.
Jit is a product security automation platform focused on Application Security Posture Management (ASPM) and, more recently, automated agents that perform security workflow tasks. In practical terms, Jit is designed to:
The vendor’s promotional materials highlight automated agents intended to assist with executing parts of security workflows, with humans retained for critical decisions.
Target users: Product security / AppSec / DevSecOps teams and engineering organizations seeking to consolidate scanning tools and reduce operational overhead.
Positioning summary (neutral terminology):
Jit typically competes in the AppSec and posture management layer and is often used alongside or on top of tools such as Snyk, Mend, GitHub security features, and cloud security platforms.