Security OperationsApplication Security
Gomboc AI Platform
Turns IaC misconfiguration findings into deterministic, merge-ready pull request fixes.
Gomboc AI Platform Overview
What it does
The Gomboc AI Platform sits behind the cloud and code scanners a team already runs and turns their findings into finished fixes, generating pull requests against Terraform, CloudFormation, and Pulumi rather than another queue of alerts. Its defining choice is deterministic rather than generative AI: the same input code always produces the same change set, so a fix is repeatable across runs, repositories, and teams. A free Community Edition serves individual developers, while the commercial platform adds centralized policy, reporting, and enterprise workflows.
How it works
Gomboc connects to GitHub, GitLab, Bitbucket, or Azure DevOps through a scoped app or access token and scans only the repositories a team explicitly links to it. ORL (Open Remediation Language) evaluates the policy sets attached to each workspace and rewrites code by matching syntax trees rather than regular expressions, so it edits the exact attribute or block at fault instead of doing search and replace. Fixes arrive as pull requests carrying a diff and rationale, CI pipelines can block a merge until findings are cleared, and customer source code is never stored or used to train shared models.
Credentials and traction
Gomboc AI won the 2025 DevOps Dozen award for Best New DevOps Tool and was named to Notable Capital's Rising in Cyber list of the 30 most promising cybersecurity startups in both 2024 and 2025. Upwork standardized enforcement across 336 Terraform codebases with the platform and cut remediation time per repository from roughly an hour to under 20 minutes, saving an estimated 125 to 200 engineering hours in the first month.
Key Capabilities
mapped to solution categoriesApplies OS and application patches to vulnerable systems automatically based on configurable risk thresholds, without requiring per-patch analyst approval.
Validates patch impact in a staging environment or test clone before applying to production, reducing remediation-caused service disruption risk.
Defines security gate policies as versioned code, stored in SCM, reviewed via PR, applied automatically across all pipelines without manual configuration.
Configures and enforces security scan gates at defined pipeline stages (build, test, pre-deployment), with configurable pass/fail policies per gate and per environment.
Returns scan results and remediation guidance to developers in their pipeline context (PR comments, CI annotations, IDE), before merge rather than after deployment.
Translates findings from disparate security tools into a common vulnerability schema for unified deduplication, severity normalization, and cross-tool reporting.
Integrations
compatible toolsImplementation & support
Info last updated on July 26, 2026
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