Every layer of your code,
scanned by AI.
From SQL injection to dependency CVEs to flaky tests — SwarmFlow runs 137 specialized agents across your repository and hands back exact file:line findings with paste-ready fixes.
Security
16 agentsFind injection, XSS, secrets, auth flaws and OWASP Top 10 issues with semantic AI analysis.
Security Scanner
Finds hardcoded secrets, injection risks, XSS vulnerabilities, and OWASP Top 10 issues in your code.
Secrets Detector
Scans for API keys, passwords, tokens, and credentials accidentally committed to your codebase.
Dependency Vulnerability Scanner
Reviews package.json and lockfiles for known vulnerable packages and outdated dependencies with CVEs.
Authentication Auditor
Reviews authentication flows for JWT vulnerabilities, session management, and password handling flaws.
OWASP Top 10 Scanner
Systematic scan for all OWASP Top 10 vulnerabilities: injection, broken auth, sensitive data, and more.
Injection Risk Scanner
Deep scan for SQL, NoSQL, LDAP, command, and template injection vulnerabilities.
XSS Vulnerability Scanner
Finds reflected, stored, and DOM-based XSS vulnerabilities in your frontend and backend code.
API Security Scanner
Audits REST/GraphQL APIs for missing authentication, rate limiting, input validation, and exposure risks.
Cryptography Auditor
Identifies weak encryption, broken hash functions (MD5/SHA1), and insecure random number generation.
CSRF Protection Checker
Verifies CSRF tokens, SameSite cookie attributes, and state-changing endpoint protections.
Path Traversal Scanner
Finds directory traversal vulnerabilities where user input controls file paths.
SSRF Detector
Detects Server-Side Request Forgery vulnerabilities where attackers can make server-side requests.
Supply Chain Risk Analyzer
Analyzes your entire dependency tree for supply chain attack risks and malicious packages.
Container Security Scanner
Reviews Dockerfiles and container configs for security misconfigurations and privilege escalations.
Infrastructure Security Reviewer
Scans Terraform, CloudFormation, and Pulumi IaC files for cloud security misconfigurations.
Prompt Injection Detector
UNIQUE DIFFERENTIATOR: Scans for vulnerabilities in LLM integrations, prompt injection risks, and unsafe tool calling.
Dependencies
10 agentsDetect known CVEs in your package files across 15 ecosystems via the OSV database.
Outdated Package Detector
Finds outdated npm/yarn packages, checks for breaking changes, and prioritizes updates.
License Compliance Checker
Scans all dependencies for license conflicts, copyleft licenses, and commercial use restrictions.
Unused Dependency Finder
Identifies packages listed in package.json that are never actually imported in your code.
npm Audit Analyzer
Deep analysis of npm audit results — prioritizes vulnerabilities and provides fix paths.
Package Size Analyzer
Measures the bundle impact of each dependency and suggests lighter alternatives.
Dependency Conflict Detector
Finds peer dependency conflicts, version mismatches, and resolution strategies.
Lock File Validator
Validates package-lock.json / yarn.lock for integrity, consistency, and security.
Monorepo Dependency Checker
Analyzes workspace dependencies in monorepos for version drift and circular workspace deps.
Peer Dependency Auditor
Validates all peer dependency requirements are properly satisfied across your packages.
Security Advisory Scanner
Monitors GitHub Security Advisories for vulnerabilities in your specific dependency versions.
Quality
16 agentsCatch bugs, code smells, anti-patterns and maintainability problems with exact line references.
Code Review Agent
Deep AI review of every file — bugs, anti-patterns, bad practices, and maintainability issues with exact line references.
Complexity Analyzer
Measures cyclomatic and cognitive complexity. Flags functions that are too complex to maintain safely.
Dead Code Detector
Finds unused functions, variables, imports, and unreachable code paths that bloat your codebase.
Duplicate Code Finder
Detects copy-pasted logic, near-identical functions, and repeated patterns that should be extracted.
Code Smell Detector
Identifies long methods, large classes, feature envy, data clumps, and other structural code smells.
Naming Convention Checker
Flags misleading variable names, abbreviations, single-letter variables, and naming inconsistencies.
Refactoring Advisor
Suggests specific refactoring opportunities: extract method, replace conditional with polymorphism, and more.
Technical Debt Calculator
Estimates technical debt in hours, identifies the costliest shortcuts, and prioritizes what to fix first.
Anti-Pattern Detector
Identifies software anti-patterns: singletons, golden hammer, boat anchor, and architecture mistakes.
Error Handling Auditor
Finds empty catch blocks, swallowed exceptions, missing error boundaries, and unhandled promise rejections.
Async Patterns Checker
Detects async/await mistakes, callback hell, race conditions, and missing await keywords.
SOLID Principles Checker
Checks compliance with Single Responsibility, Open/Closed, Liskov, Interface Segregation, and Dependency Inversion.
Type Safety Analyzer
Finds TypeScript any types, missing types, unsafe type assertions, and type coercion risks.
Magic Number Detector
Finds hardcoded numbers and strings that should be named constants for readability.
Code Metrics Reporter
Generates a full metrics report: lines of code, function count, comment ratio, and maintainability index.
AI Code Validator
Detects dead code, missing error handling, missing input validation, and language-specific anti-patterns.
Architecture
13 agentsSurface coupling, layering violations and structural risks before they calcify.
Architecture Reviewer
Reviews overall code structure for coupling, cohesion, layering violations, and design patterns.
API Design Reviewer
Reviews REST API design for RESTful conventions, naming, versioning, and response consistency.
Database Schema Reviewer
Analyzes database models for normalization, missing indexes, data type choices, and naming.
Coupling Analyzer
Measures coupling between modules and identifies tightly coupled code that is hard to test and change.
Design Pattern Advisor
Suggests Gang of Four and modern design patterns that would improve your specific code.
Microservices Analyzer
Reviews microservice boundaries, inter-service communication, and resilience patterns.
Event-Driven Architecture Advisor
Identifies opportunities for event-driven patterns: queues, pub/sub, and event sourcing.
Clean Architecture Checker
Verifies Clean Architecture / Hexagonal Architecture principles: dependency rule violations.
CQRS Pattern Checker
Reviews Command Query Responsibility Segregation implementation for correctness.
Domain Model Reviewer
Reviews domain models for rich vs anemic design, aggregate boundaries, and DDD patterns.
Hexagonal Architecture Validator
Validates ports and adapters pattern compliance in your application.
Layer Architecture Validator
Ensures proper layering in MVC/MVP/MVVM patterns without layer skipping.
Dependency Graph Analyzer
Visualizes and analyzes your module dependency graph for circular dependencies.
Performance
15 agentsSpot N+1 queries, memory leaks, and hot-path complexity.
Performance Profiler
Identifies performance bottlenecks: O(n²) loops, blocking operations, and expensive re-renders.
Database Query Optimizer
Finds N+1 queries, missing indexes, full table scans, and inefficient ORM usage.
Bundle Size Analyzer
Identifies large dependencies, missing tree-shaking, and code splitting opportunities.
Cache Strategy Advisor
Recommends caching strategies: Redis, in-memory, HTTP cache headers, and CDN opportunities.
Memory Leak Detector
Detects memory leaks: uncleaned event listeners, circular references, and growing caches.
N+1 Query Detector
Finds N+1 database query patterns in ORM code (Prisma, TypeORM, Sequelize).
React Performance Analyzer
Finds unnecessary re-renders, missing memo/useMemo/useCallback, and state management issues.
API Response Optimizer
Identifies slow endpoints, missing compression, over-fetching, and response caching opportunities.
Database Index Advisor
Recommends database indexes based on your query patterns and data access patterns.
Lazy Loading Advisor
Identifies components, routes, and modules that should use lazy loading for faster initial load.
Web Vitals Analyzer
Reviews frontend code for Core Web Vitals issues: LCP, FID, CLS, and TTFB.
Rendering Optimizer
Analyzes SSR/SSG/CSR strategy and recommends optimal rendering approach per page.
Asset Optimization Advisor
Audits image formats, fonts, and static assets for size and loading optimization.
Network Request Optimizer
Identifies waterfall requests, missing prefetch/preload hints, and batching opportunities.
CPU Profiler Advisor
Identifies CPU-intensive operations that should run in worker threads or be offloaded.
Testing
15 agentsFind missing coverage, weak assertions, and untested edge cases.
Test Coverage Agent
Maps untested source files, estimates real coverage percentage, and identifies critical gaps.
Unit Test Generator
Generates complete Jest/Vitest unit tests for your functions with proper mocks and assertions.
Integration Test Advisor
Identifies integration points that need testing: API endpoints, database calls, and service boundaries.
Test Quality Analyzer
Reviews your existing tests for bad patterns: testing implementation details, weak assertions, and false positives.
API Test Generator
Creates comprehensive API tests for all endpoints: success cases, validation, auth, and error responses.
E2E Test Planner
Designs Playwright/Cypress end-to-end test plans for critical user journeys in your application.
Mock Data Generator
Generates realistic test fixtures and factory functions for your data models.
Flaky Test Detector
Identifies tests that may fail intermittently due to timing, ordering, or environment dependencies.
Mutation Test Advisor
Identifies test weaknesses by analyzing which code mutations your tests would miss.
Performance Test Advisor
Designs load and performance tests for critical endpoints using k6 or Artillery.
Snapshot Test Reviewer
Reviews React snapshot tests for over-snapshotting, brittle tests, and meaningless snapshots.
Test Naming Checker
Ensures test names follow the "should do X when Y" pattern and accurately describe behavior.
Regression Test Planner
Identifies high-risk areas that need regression tests based on code complexity and change history.
Boundary Test Advisor
Finds missing boundary value tests: null, empty, max, min, and off-by-one conditions.
Contract Test Advisor
Designs consumer-driven contract tests for microservices and API integrations.
DevOps
15 agentsHarden Dockerfiles, CI/CD workflows, IaC and deployment config.
CI/CD Orchestrator
Audits your GitHub Actions, pipeline config, and deployment setup for missing steps and risks.
Docker Analyzer
Reviews Dockerfiles for security, layer optimization, image size, and best practices.
GitHub Actions Optimizer
Optimizes workflow files: caching, parallelization, security hardening, and cost reduction.
Deployment Risk Assessor
Evaluates deployment configs for risks: missing rollback, zero-downtime strategy, and health checks.
Environment Config Checker
Finds missing env var validation, hardcoded config, and environment-specific code that should be config.
Kubernetes Config Reviewer
Reviews K8s manifests for security contexts, resource limits, and deployment best practices.
Terraform Reviewer
Analyzes Terraform IaC for security misconfigurations, cost inefficiencies, and best practices.
Pipeline Speed Optimizer
Identifies bottlenecks in your CI pipeline and recommends parallelization and caching strategies.
Build Optimizer
Analyzes build configuration for slow compilation, missing caching, and bundle optimizations.
Helm Chart Reviewer
Reviews Helm charts for templating best practices, security, and reusability.
Ansible Playbook Analyzer
Checks Ansible playbooks for idempotency, security, and best practices.
Release Strategy Advisor
Designs release strategies: feature flags, canary deployments, and gradual rollouts.
Infrastructure Cost Estimator
Analyzes cloud configs and estimates monthly costs with optimization recommendations.
Rollback Strategy Planner
Designs rollback strategies for zero-downtime deployments and database migrations.
Monitoring & Alerting Advisor
Recommends observability setup: metrics, logs, traces, and alerting thresholds.
Git
5 agentsReview commit hygiene, large files, and repository health.
Commit Quality Analyzer
Reviews commit message patterns and flags code smells that indicate poor git hygiene.
PR Review Helper
Provides comprehensive pull request review: logic, tests, security, and style all in one pass.
Sensitive Data Git Scanner
Scans for accidentally committed secrets, credentials, and PII that need git history cleaning.
Branch Strategy Reviewer
Reviews gitflow/trunk-based development compliance and long-lived branch risks.
Git History Analyzer
Analyzes commit history patterns for hotspot files, frequent regressions, and churn metrics.
Frontend
12 agentsAccessibility, bundle size, and UI best-practice checks.
Accessibility Auditor
Checks WCAG 2.1 compliance: missing alt texts, keyboard navigation, ARIA labels, and color contrast.
React Best Practices
Reviews React code for hooks rules violations, anti-patterns, and modern React practices.
SEO Code Analyzer
Finds missing meta tags, improper heading structure, missing structured data, and crawlability issues.
Component Complexity Analyzer
Flags React/Vue components that are too large, handle too many concerns, or need splitting.
State Management Reviewer
Reviews Redux, Zustand, Context API usage for anti-patterns and performance issues.
TypeScript Strict Mode Advisor
Identifies TypeScript code that could be made stricter: strict null checks, exact types, and more.
CSS Quality Analyzer
Reviews CSS/Tailwind for specificity issues, unused classes, and maintainability problems.
Form Validation Checker
Reviews form implementations for missing validation, accessibility, and UX best practices.
Next.js Best Practices
Reviews Next.js code for App Router patterns, Server Components, and performance optimizations.
Progressive Web App Auditor
Reviews PWA implementation: service workers, manifest, offline support, and installability.
Responsive Design Reviewer
Checks responsive design implementation for breakpoint consistency and mobile-first approach.
Internationalization Checker
Finds hardcoded strings, missing i18n setup, RTL support gaps, and locale handling issues.
Compliance
10 agentsMap findings to standards and flag policy gaps.
GDPR Compliance Checker
Reviews code for GDPR violations: data retention, consent management, data subject rights.
Data Privacy Auditor
Finds PII exposure risks: logging personal data, insecure storage, and data minimization violations.
Open Source Compliance Scanner
Ensures your use of open source libraries complies with their licenses and attribution requirements.
HIPAA Readiness Checker
Reviews healthcare application code for HIPAA technical safeguard requirements.
PCI DSS Advisor
Checks payment handling code for PCI DSS compliance: card data, encryption, and scope.
SOC 2 Readiness Checker
Reviews code against SOC 2 Trust Service Criteria: security, availability, and confidentiality.
WCAG 2.1 Full Audit
Comprehensive WCAG 2.1 Level AA compliance check for legal accessibility requirements.
ISO 27001 Advisor
Maps code security controls to ISO 27001 requirements for certification readiness.
Cookie Compliance Scanner
Verifies cookie implementation meets GDPR, ePrivacy, and CCPA requirements.
CCPA Compliance Checker
Reviews code for California Consumer Privacy Act requirements: data sale opt-out, disclosure.
Docs
10 agentsFind undocumented code, stale READMEs, and missing docstrings.
Documentation Writer
Finds missing READMEs, undocumented functions, thin docs, and missing API documentation.
README Generator
Analyzes your codebase and generates a complete, professional README with all essential sections.
JSDoc Generator
Generates complete JSDoc/TSDoc comments for all exported functions, classes, and interfaces.
API Documentation Generator
Generates OpenAPI/Swagger documentation from your Express/Fastify route handlers.
Comment Quality Analyzer
Identifies useless comments (what not why), outdated comments, and where comments are truly needed.
Changelog Writer
Generates structured changelog entries from your code changes following Keep a Changelog format.
Architecture Document Advisor
Generates architecture decision records (ADRs) and system design documentation from your code.
Onboarding Guide Creator
Creates a developer onboarding guide from your codebase — setup, structure, and contribution guide.
Release Notes Writer
Writes user-friendly release notes from technical changes for product announcements.
Wiki Generator
Generates comprehensive GitHub/Notion wiki pages from your codebase structure.
Run it anywhere
Scan from the web dashboard, gate every pull request in CI, or show a live security grade in your README.
Web Dashboard
Run scans, review findings, and apply one-click fix PRs from your browser.
Open dashboard →GitHub Action
Block PRs that introduce vulnerabilities. Published on the GitHub Marketplace.
View the Action →Status Badge
Embed a live A–F security grade badge in your README, served from your latest scan.
Get a badge →See what 137 agents find in your code
Free to start, no credit card. Your code is processed in-memory and never stored.
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