Kolega.dev is an AI-powered security vulnerability detection and automated code remediation engine that applies semantic code intelligence to detect and fix complex vulnerabilities in your codebase.

What types of vulnerabilities can Kolega.dev detect?

Kolega.dev detects vulnerabilities including SQL injection, XSS, CORS misconfigurations, race conditions, authentication flaws, and complex logic vulnerabilities that standard SAST tools miss.

How does Kolega.dev differ from traditional SAST tools?

Kolega.dev uses deep semantic analysis and AI to understand code intent and logic flow, not only pattern matching.

Find Vulns. Autofix. Merge the PR.

Connect your repo and get merge-ready PRs that fix critical vulnerabilities: SQL injection, broken auth flows, race conditions, and logic flaws that SAST tools miss. Deep semantic analysis finds what pattern-matching can't.

No credit card required · 7-day free trial

app.kolega.dev/applications/acme-api

Kolega.dev

ApplicationsComplianceQueue

payment-api

3 repositories

Overview

Security

Scans

Findings12

Fixes8

Config

Repositories

Schedules

payment-api > Findings

12 Findings

Severity ▾

Status ▾

Critical

High

Medium

Low

Severity	Finding	File	Status
Critical	Second-Order SQL Injection in Report Builder	src/analytics/ReportBuilder.ts:47	Fix Ready
Critical	JWT Audience Confusion in Auth Middleware	src/middleware/auth.ts:112	Fix Ready
Critical	Unsafe Deserialization in Product Config	src/config/ProductLoader.ts:89	Needs Review
High	CORS Subdomain Injection via Wildcard Match	src/middleware/cors.ts:34	Fix Ready
High	Time-of-Check Race Condition in File Access	src/storage/FileManager.ts:156	Open
High	Token Refresh Race Condition	src/auth/TokenService.ts:78	Fix Ready

Showing 6 of 12 findings • 8 fixes generated • 3 PRs ready to merge

Projects shipping Kolega.dev security fixes

1,153

Repos Scanned

5,572

Vulnerabilities Found

1,457

Autofixes Generated

92%

PR Merge Rate

Find Vulnerabilities That Other Scanners Miss

A two-tier detection engine: industry-standard SAST plus deep semantic analysis that catches logic flaws, race conditions, and cross-boundary exploits.

Tier 1: The Standard

Open Source

For standard compliance and known vulnerabilities, we orchestrate industry-standard detection engines:

Secure code analysis (SAST)

Finds dangerous code patterns, broken logic, and unsafe configurations directly in your source code.

Full dependency map (SBOM)

Generates a complete blueprint of every library, package, and component inside your codebase.

Open-source risk checks (SCA)

Detects vulnerable, outdated, or compromised open-source dependencies before they hit production.

Secret and key exposure detection

Captures leaked API keys, tokens, passwords, and credentials anywhere in your repo.

Tier 2: The Deep Code Scan

Proprietary

Standard tools miss complex logic flaws. Kolega.dev Deep Code Scan goes beyond pattern matching to understand code intent and identify critical vulnerabilities:

Semantic Logic Analysis

Identifies broken authorization flows and race conditions that SAST tools miss.

Cross-Boundary Data Flow Analysis

Tracks tainted input across services, APIs, and queues to catch injection and trust-boundary flaws single-file scanners never see.

AI-Generated Code Validation

Detects insecure patterns in LLM-generated code that pass syntax checks.

No credit card required · 7-day free trial

Cut 90% of False Positives. Review Only What Matters

Stop drowning in alerts. Kolega.dev groups, deduplicates, and prioritizes so your team focuses on real risks.

Internal Memory Architecture

Track alert status, mark as 'Won't Fix', we'll remember the signature globally.

Logical Grouping

50 instances of the same violation = 1 Ticket and 1 PR, not 50 notifications.

Context-Aware Filtering

Eliminates false positives by understanding your code architecture and dependencies.

Priority Intelligence

Automatically prioritizes critical vulnerabilities based on exploitability and business impact.

Scanning repository...

Running security scanners...

Deep architectural analysis...

Generating fixes...

Creating PR...

No credit card required · 7-day free trial

From Detection to Merge-Ready PR in Under 3 Minutes

No config files. No CLI tools. Connect and scan from the browser.

Connect Your Git Provider

One-click OAuth for GitHub, GitLab, or Azure DevOps.

Select Your Repositories

Browse your repos, group them into applications, and configure scan schedules. All from the dashboard.

Get Merge-Ready PRs

Kolega.dev scans your code, generates fixes with tests, and opens PRs you can merge with confidence.

No credit card required · 7-day free trial

Open Source Benchmark

Ranked #1, ahead of every frontier model.

RealVuln is an open-source benchmark of 676 real vulnerabilities across 26 production repositories. We publish the results so you don't have to take our word for it.

#1Kolega.dev

92.4%

#2GPT-5.5

59.1%

#7Claude Sonnet 4.6

49.9%

#8Gemini 3.1 Pro

49.1%

#19Semgrep

17.5%

#20Snyk

16.7%

#21SonarQube

6.5%

21 systems tested · Recall on real vulnerabilitiesrealvuln.com

See the full leaderboard View on GitHub

Pricing

Start with the full Pro plan for 7 days

No credit card required · 7-day free trial

	Free	ProPopular	Team	Enterprise
Price	$0 /mo	$99 /mo	$499 /mo	Custom
Applications	1 Application	1 Application	up to 5 Applications	Custom
Application LOC Limit	250k	250k	500k	Custom
LOC Top-ups	-	Available	Available	Available
Pull Requests	0 PRs	100 PRs /mo	400 PRs /mo	Custom
Scanning Mode	Scheduled Only	Scheduled Only	On-Demand & Triggered	Custom / Continuous
Included Scans	20 SAST /mo 4 Deep Scans /mo	20 SAST /mo 4 Deep Scans /mo	80 SAST /mo 16 Deep Scans /mo	Custom
Noise Reduction	-
Automated Vulnerability Exploitation Testing	-	-	-
Scan & PR Top-ups	-	-	Available	Custom
Core Features
Automated Fixes	-
Ticket Integration
Enterprise & Compliance
Action Audit & Logging	-	-
Self-Hosted Runners	-	-	-
SSO / SAML	-	-	-
Compliance Readiness	-			SOC2, ISO, HIPAA, GDPR, CCPA, PCI, Bespoke
Get Started	No credit card required · 7-day free trial	No credit card required · 7-day free trial	No credit card required · 7-day free trial	No credit card required · 7-day free trial

Ephemeral Scanning: Code Never Stored

SOC 2 & ISO 27001 Ready

GDPR Compliant

Self-Hosted Runners Available

All plans include a 7-day free trial. No credit card required.

Frequently Asked Questions

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. Enterprise customers can run self-hosted runners in their own infrastructure for full data sovereignty.

How is this different from Snyk, Dependabot, or other SAST tools?+

Traditional SAST tools match known patterns. 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.

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.

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 remediation. You review and merge. Nothing ships without your approval.

What happens after my 7-day trial?+

After your 7-day Pro trial ends, you automatically move to the Free tier. You keep access to Kolega.dev with core scanning features at no cost. Upgrade to a paid plan anytime to unlock deeper analysis, automated PRs, and higher limits.

What compliance frameworks do you support?+

The Compliance module tracks adherence to ISO 27001, SOC 2, and SMB 1001 with SLA-based metrics including MTTR, resolution rates, and scan coverage. Enterprise plans support custom compliance requirements.