AI Tools for Software Engineers
AI tools that help software engineers research libraries, audit security, generate diagrams, and ship faster.
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Pre-launch security audit
Run automated penetration tests against your staging environment before shipping to production. Catch XSS, SQL injection, open redirects, and misconfigured CORS before attackers do.
Scan complete. Found 2 critical issues: reflected XSS on /search and missing rate limiting on /api/login. 5 medium issues also flagged.
Dependency vulnerability scanning
Audit your project's dependency tree for known CVEs and exploitable packages. Get severity ratings, affected versions, and recommended upgrades before vulnerabilities reach production.
Found 1 high-severity CVE in express@4.18.2 (path traversal via static file serving). Upgrade to 4.19.2+ to patch.
Architecture documentation
Generate clean system architecture, sequence, and entity-relationship diagrams from text descriptions. Keep documentation in sync with your actual architecture without spending hours in drawing tools.
Here is your sequence diagram showing all 7 steps of the OAuth flow, from initial redirect through token exchange to authenticated API call.
Library docs and API lookup
Pull up-to-date documentation, code examples, and API references for any library or framework. Stop searching through outdated Stack Overflow answers when you can get current docs instantly.
Here are the Prisma createMany docs with skipDuplicates support. Includes a PostgreSQL-specific example with nested relations.
Responsive design verification
Capture screenshots of any page at multiple viewport widths in one go. Verify responsive breakpoints, catch layout shifts, and share visual evidence in PRs without manual browser resizing.
Captured 3 screenshots. The mobile view shows a table overflow issue — the pricing comparison table breaks at 375px.
DNS and domain troubleshooting
Debug DNS propagation issues, verify SSL certificate status, and check domain configuration. Essential when setting up new environments or troubleshooting connectivity problems.
SSL certificate expires in 3 days (Apr 6, 2026). DNSSEC is not configured. A-record points to a US-only CDN edge — likely causing EU latency.
Ready-to-use prompts
Run a penetration test on https://staging.example.com. Focus on OWASP Top 10 vulnerabilities including XSS, CSRF, SQL injection, and authentication bypass.
Analyze the npm package "next@14.2.3" for known CVEs in its dependency tree. List severity, affected versions, and fix versions.
Generate an entity-relationship diagram for a SaaS billing system with tables: users, teams, subscriptions, invoices, payments, and usage_records. Show foreign key relationships.
Get the latest documentation and examples for the Zod library's z.discriminatedUnion() method, including TypeScript inference behavior.
Check DNS records, SSL certificate validity, and HTTPS redirect behavior for api.mycompany.com.
Search for all CVEs disclosed in the past 30 days affecting Node.js or OpenSSL with a CVSS score of 7.0 or higher.
Take screenshots of https://myapp.com/dashboard at widths 1440px, 1024px, 768px, and 375px. Return all four images.
Analyze the tech stack, page performance, and SEO health of competitor.com. Include framework detection, load times, and Core Web Vitals.
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Pre-release security checklist
Run a comprehensive security audit before deploying a new release. Check dependencies for CVEs, run a black-box pentest on staging, and verify DNS and SSL configuration.
Technical documentation sprint
Generate architecture documentation from your system description. Produce diagrams, verify current library APIs, and create visual references.
Incident response investigation
When a security incident occurs, quickly assess the vulnerability, check if your infrastructure is affected, and gather evidence.
Frequently Asked Questions
Can the penetration testing tool find real vulnerabilities?
Yes. The Penetration Testing tool runs real black-box security scans against your target URL, testing for OWASP Top 10 vulnerabilities including XSS, SQL injection, CSRF, and misconfigurations. It reports actual findings with severity ratings and reproduction steps.
How does dependency scanning differ from npm audit?
Supply Chain Risk goes beyond npm audit by analyzing transitive dependencies, checking for typosquatting packages, evaluating maintainer risk signals, and cross-referencing multiple CVE databases. It catches issues that npm audit misses.
What diagram types can I generate?
The Diagram Generator supports Mermaid and PlantUML syntax, covering flowcharts, sequence diagrams, entity-relationship diagrams, class diagrams, state machines, Gantt charts, and architecture diagrams. Output is rendered as a clean image.
Are the library docs always up to date?
Library Docs fetches documentation directly from package sources and official docs sites, so you get the latest published version. It is significantly more current than cached search engine results or outdated forum posts.
Can I use these tools in CI/CD pipelines?
Yes. All ToolRouter tools are accessible via API, so you can integrate Penetration Testing, Supply Chain Risk, and Page Speed into your CI pipeline. Use the ToolRouter API with your key to automate security and performance checks on every deploy.
Is the pentest safe to run against production?
The Penetration Testing tool performs non-destructive scanning suitable for staging environments. While it does not intentionally damage systems, we recommend running against staging first. For production scans, ensure your team is aware and monitoring.
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