Kolega.dev Noise Tax Calculator

Your Team Wastes 170+ Hours a Month on Security False Positives

Calculate exactly how much the noise tax costs your team, then see how Kolega.dev's AI-native deep scan eliminates 90% of it with merge-ready PRs instead of more alerts.

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No credit card required · 7-day free trial · 5-minute setup

Projects shipping Kolega.dev security fixes

1,153

Repos Scanned

5,572

Vulnerabilities Found

1,457

Autofixes Generated

92%

PR Merge Rate

Your Current Security Costs

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Engineering Team Size

Security engineers + developers who handle vulnerability scans and triage

Monthly Security Scans

Total vulnerability scans across all repositories and environments

How Kolega.dev eliminates the noise tax

Traditional scanners drown you in alerts. Kolega.dev filters, fixes, and tests, then hands you a merge-ready PR.

Connect Repo

Deep Scan

AI Fix + Test

Merge-Ready PR

Deep semantic analysis

Finds logic flaws, race conditions, and auth bypasses that pattern-matching SAST tools miss, without drowning you in false positives.

90% less triage time

AI prioritizes real exploitable vulnerabilities and suppresses noise. Your team reviews fixes, not alert queues.

Merge-ready pull requests

Every fix comes with generated tests that prove it works. 92% of Kolega.dev PRs get merged on the first pass.

5-minute setup

Connect your GitHub or GitLab repo and get your first scan in under 5 minutes. Language agnostic. No agents to deploy.

No credit card required · 7-day free trial

Teams that stopped paying the noise tax

Engineers from seed-stage startups to enterprise platforms on what changed after they switched to Kolega.dev.

36x faster

“A colleague invited me to the early beta and I owe them big time. Before: 3 hours per vulnerability. After: 5 minutes reviewing the PR. This tool is a 36x time multiplier.”

Engineering Manager

Growth-Stage SaaS

180 vulns → 0

“We had 180 open vulnerabilities when we were invited to the early access program. The platform generated fixes for all of them in one week. We merged them progressively. Security debt: zero.”

VP of Engineering

Mid-Market Financial Platform

40% → 0% failures

“Other tools just bump versions and hope for the best, but their PRs broke my build 40% of the time. Kolega PRs include tests that prove they work. One I disabled, one I trust.”

DevOps Engineer

Series A Fintech

Frequently asked questions

Everything you need to know before running your first scan.

How is Kolega.dev different from Snyk, Dependabot, or other SAST tools?

Traditional SAST tools match known patterns and stop at detection. Kolega.dev adds a second tier of deep semantic analysis that understands code intent, catching logic flaws, race conditions, cross-boundary injection, and architectural vulnerabilities that pattern-matching misses. Every generated PR ships with regression tests that prove the fix works, so you review a PR instead of managing an alert queue.

Does Kolega.dev access or store my source code?

Your code is cloned into isolated, ephemeral containers for scanning and deleted immediately after. We never store source code at rest, and your code is never used to train AI models. Enterprise customers can run self-hosted runners in their own infrastructure for full data sovereignty.

How hard is it to set up?

Three clicks: connect your GitHub, GitLab, or Azure DevOps account via OAuth, select your repositories, and start a scan. No config files, no CLI tools, no CI pipeline changes. Most teams are scanning in under 3 minutes.

What does Kolega.dev use under the hood?

Two scan tiers working together. Tier 1 uses industry-standard open source tooling like Semgrep for SAST, dependency scanning, and secrets detection. Tier 2 is our proprietary Deep AI Scan, which uses large language models to perform context-aware analysis and generate fixes with regression tests.

Can I trust the automated PRs?

Every generated PR includes regression tests that prove the fix works, conflict resolution, and a detailed explanation of the vulnerability and the remediation. You review and merge. Nothing ships without your approval.

What compliance and security certifications do you support?

Kolega.dev provides SOC 2 and ISO 27001 support, is GDPR compliant, and offers audit trails across all scan and remediation activity. The Compliance module tracks adherence with SLA-based metrics including MTTR, resolution rates, and scan coverage. All data in transit uses TLS 1.3.

Stop paying the noise tax. Start scanning in 5 minutes.

Connect your repo, run a free deep scan, and see the exact vulnerabilities Kolega.dev can fix for you, with merge-ready PRs instead of more alerts.

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