Trusted by 1000+ developers at fast-growing companies
Kolega.dev applies semantic code intelligence to build a deep understanding of your repo. It moves beyond static analysis (SAST), and surface-level scanning to uncover complex logic flaws, CORS misconfigurations, XSS, SQL injection vulnerabilities, and other critical structural risks. Using deep-graph analysis engine it detects and repairs vulnerabilities in your codebase.
A tiered detection strategy to cover the entire spectrum of technical debt.
For standard compliance and known vulnerabilities, we orchestrate industry-standard detection engines:
Standard tools miss complex logic flaws. Kolega.dev Deep Code Scan goes beyond pattern matching to understand code intent and identify critical vulnerabilities:
Only review what matters. Reduce 90% of the noise.
Detecting a sophisticated Second-Order SQL Injection across service boundaries
Severity: Critical (CVSS 9.3)
Second-order SQL injection where user input stored safely via ORM is later retrieved and used unsafely in dynamic report generation. Attacker payloads in company names execute 30+ days later during quarterly executive reporting, enabling complete database compromise.
Cross-boundary taint analysis traced user input through 4 code paths:
TenantController.updateProfile() - User input via REST APITenantRepository.save() - ORM storage (appears safe)ReportBuilder.generateQuarterly() - Dynamic SQL constructionanalytics.buildCompanyFilter() - String interpolation of stored dataservices/analytics/ReportBuilder.tsservices/analytics/SafeQueryBuilder.tscontrollers/TenantController.tsvalidators/ContentValidator.tsdatabase/migrations/add_taint_metadata.sqltests/security/second_order_sqli.test.tstests/integration/report_security.test.tsComplex vulnerabilities detected and automatically resolved by our engine.
Simple YAML configuration to get started
1version: 1
2detection:
3 standard_scanners: true
4 deep_scan:
5 enabled: true
6 architecture: strict # Enforce modular boundaries
7 complexity_threshold: 15
8noise_reduction:
9 grouping: logical
10integrations:
11 jira:
12 project: TECHDEBTReal feedback from early access users
“Other tools find vulnerabilities. This engine finds them, writes the fix, generates the tests, and hands me a merge-ready PR. I went from 8 hours fixing to 30 minutes reviewing.”
“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.”
“Dependabot PRs broke my build 40% of the time. Kolega PRs include tests that prove they work. One I disabled, one I trust.”
“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.”
“First automated security tool where I actually trust the PRs. Tests prove they work, conflicts are resolved, fixes are architecturally sound. I merge with confidence.”
“This system does the grunt work—reading CVEs, writing patches, generating tests. I just review and merge. Way better use of my time.”
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Find and fix your technical debt.