AI Code Security Assistant (ACSA)
Ship Faster by Executing Infrastructure Changes All the Way Through Code
Gomboc works with your existing scanners to convert cloud and IaC issues into tested, merge-ready Infrastructure-as-Code fixes delivered in Git.
Deterministic, standards-aligned pull requests close the gap between assessment and remediation.
How Upwork Eliminated IaC Remediation Backlog
Upwork, the world’s human and AI-powered work marketplace, used Gomboc to close cloud security gaps across hundreds of repositories without slowing engineers down.
“Instead of reviewing alerts, our engineers reviewed fixes. That shift saved weeks of manual work while improving consistency and security.”
- Shawn Chakravarty, Sr. Director of Active Defense, Upwork
Read the full case study
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What Makes Gomboc Different
From Findings to Fixes — Powered by the Right Kind of AI
Gomboc focuses on outcomes: generating correct, merge-ready IaC fixes that engineers can trust. Instead of hallucinated code, it generates deterministic, standards-aligned fixes your team can trust.
Gomboc's fixes are deterministic, standards-aligned, and context-aware. No hallucinated code or guesswork. Over 94% are accepted as-is. Delivered as pull requests in Git workflows, Gomboc enables continuous remediation at scale without adding noise or slowing delivery.
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Automation Flow
Fix Infrastructure Without Breaking Flow
Gomboc executes cloud security remediation directly inside your existing development workflow. When a misconfiguration is identified, Gomboc generates a precise Infrastructure-as-Code fix and delivers it as a pull request ready for review, merge, and deployment. No tickets to chase.No vague recommendations to decipher. Just fixes that ship.
How Gomboc Works
Workflow Visualization
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Misconfiguration Identified
Cloud or IaC issues are detected through existing scanners, policies, or CI/CD checks. Gomboc evaluates the issue against your architecture and security standards.
Deterministic Fix Generated
Gomboc automatically creates a standards-aligned IaC fix that's precisely scoped and context-aware.
Fix Delivered in Code
Gomboc automatically creates a standards-aligned IaC fix that's precisely scoped and context-aware.
Review, Merge, Deploy
Engineers review like any code change. Once merged, it flows through CI/CD, deploys to the cloud, and logs for audit and compliance.
Let’s Remidiate
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Measurable
Not Weeks
What Changes When AI Fixes Ship Automatically
Gomboc replaces weeks of manual remediation with deterministic, merge-ready fixes that deliver measurable results from day one.
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100% Deterministic,
Standards-Aligned Fixes
Every fix Gomboc generates is accurate and produced the same way every time. No guesswork. No hallucinated code. Just infrastructure changes engineers can trust.
94%+ Fix Acceptance Rate, As-Is
The vast majority of Gomboc’s pull requests are merged without modification, reflecting high confidence in both accuracy and relevance.
$100K Savings per Cloud Workload
Equivalent to the cost of engineering effort avoided per workload.
MTTR Reduced From Months to Minutes
Automated, merge-ready fixes eliminate long remediation cycles and close security gaps as soon as issues are detected.
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50+ Engineering Days Saved per Cloud Workload, Annually
Engineers stop researching, rewriting, and revalidating fixes and spend that time shipping instead.
11× Reduction in Misconfiguration-Related Risk
Consistent, standards-aligned remediation reduces exposure and prevents drift without slowing releases or increasing operational overhead.
The Impact in Production
Gomboc.AI Reviews
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Stay Ahead of the Curve
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