Axiom

TypeError, ReferenceError, memory exhaustion, stack overflow

NaN/Infinity, deadlocks, circular references, infinite loops

404s, auth failures, validation errors, rate limits

Missing env vars, connection refused, DNS failures, SSL errors

Injection attacks, CSRF, brute force, privilege escalation

Connection resets, timeouts, circuit breakers, queue overflow

Code Change

Adds type guards, null checks, and validation to fix the root cause

Config Fix

Retries connections, applies fallback config, finds available ports

Guardrail

Installs runtime guardrails — bounds checking, graceful degradation

Security Hardening

Enables sanitization, rate limiting, RBAC reinforcement

Component Rebuild

Drains pool, resets connections, reinitializes from clean state

Defensive Programming

Wraps in try-catch, adds optional chaining, circuit breakers

Pattern-Based

Matches against known error patterns and applies proven fixes

AI-Generated

Claude analyzes the error and generates a custom fix in real-time

AES-256-GCM Encryption

Authenticated encryption — prevents reading and tampering

scrypt Key Derivation

Memory-hard key derivation resistant to brute force

HMAC-SHA512 Signing

Cryptographic request signing and verification

Constant-Time Comparison

Timing-safe operations for all secret comparisons

Input Sanitizer

Blocks SQL injection, XSS, command injection, path traversal

Progressive Rate Limiter

Sliding window with escalating penalties and auto-ban

Request Guard

Signature verification, replay protection, IP blocking

Security Auditor

Real-time threat detection with severity levels and alerts

Credential Vault

Secrets encrypted at rest with key rotation support