Your free-tier AI image generation endpoint is being used to generate 50,000 images per day by one account. Your "send email" endpoint is being used as a spam relay. Your "convert PDF" API is a free conversion service for strangers. Public endpoints need abuse controls.
Secure AI agents against prompt injection, indirect attacks via tool results, unauthorized tool use, and data exfiltration with sandboxing and audit logs.
Why AI code generators introduce security vulnerabilities, how to audit AI-generated code, and techniques to prompt LLMs for security-first implementations.
You have rate limiting. 100 requests per minute per IP. The attacker uses 100 IPs. Your rate limit is bypassed. Effective rate limiting requires multiple dimensions — IP, user account, device fingerprint, and behavioral signals — not just one.
Your API logs show 10,000 requests per minute. Your analytics show 50 active users. The other 9,950 RPM is bots — scrapers, credential stuffers, inventory hoarders, and price monitors. They''re paying your cloud bill while your real users experience slowness.
Server A issues a JWT. Server B validates it 2 seconds later but thinks the token was issued in the future — invalid. Or a token that should be expired is still accepted because the validating server''s clock is 5 minutes behind. Clock skew causes authentication failures and security holes.
Traffic spikes 100x in 5 minutes. Is it a DDoS attack, or did you make the front page of Hacker News? The response is completely different. Block the attack too aggressively and you block your most engaged new users. Don''t block fast enough and the attack takes you down.
A developer pushes a "quick test" with a hardcoded API key. Three months later, that key is in 47 forks, indexed by GitHub search, and being actively used by a botnet. Secrets in version control are a permanent compromise — git history doesn''t forget.
Understand JWT stateless tradeoffs, session cookie security, token refresh rotation, and hybrid approaches. Learn when to use JWTs for service-to-service auth and why short TTLs matter.
Implement zero-trust networking with Kubernetes NetworkPolicies. Learn default-deny patterns, label-based pod selection, DNS egress, multi-namespace policies, and testing with netshoot.
A user sends 10,000 requests per minute to your API. No rate limiting. Your server CPU spikes to 100%. Your database runs out of connections. Every other user sees 503s. One script can take down your entire service — and it happens more often than you think.
Node 22 makes the permission model stable. Restrict file system, network, and child process access with --allow-fs-read, --allow-net, and more. Essential for multi-tenant systems.
Master PKCE (Proof Key for Public Clients) for JavaScript SPAs and mobile apps. Learn code verifier generation, state parameters, token storage, refresh flows, and scope design.
Defend against prompt injection: direct vs indirect attacks, input sanitization, system prompt isolation, output validation, sandboxed execution, and rate limiting.
Stop using .env files. Compare HashiCorp Vault, AWS Secrets Manager, Infisical, and Doppler for production secret management with rotation and audit trails.
The $500k enterprise deal requires a SOC 2 audit. Your app has hardcoded secrets, no MFA, plain-text passwords in logs, and no audit trail. You have six weeks. This is what a security sprint actually looks like.
Deploy Istio service mesh for automatic mTLS, traffic management, and observability. Learn sidecar injection, mTLS enforcement, canary deployments with VirtualService, circuit breaking, distributed tracing, and when a service mesh is overkill.
SOC 2 Type II requirements for engineering teams: what auditors check, what infrastructure to build, automated compliance evidence, and realistic timelines.
SQL injection persists in ORM applications. Learn why raw(), $executeRaw(), and stored procedures are injection vectors, and how to defend with parameterization.
Build reliable webhook systems with HMAC-SHA256 signatures, idempotency keys, exponential backoff, dead-letter queues, and production testing patterns.
Security vulnerabilities can destroy your app, your users, and your reputation overnight. This guide covers the most critical web security threats — XSS, SQL Injection, CSRF, broken auth — and exactly how to prevent them with code examples.