Axiom
Self-Healing Framework
Your systems detect their own failures, diagnose the root cause, generate a fix, validate it, deploy it, and learn from it — all without human intervention. 6 detection layers. 8 healing strategies. AI-powered diagnostics. Custom encryption. Security that never sleeps.
6 Detection Layers
Every type of failure, caught at the right level.
Runtime
TypeError, ReferenceError, memory exhaustion, stack overflow, segfaults
Logical
NaN/Infinity, deadlocks, circular references, infinite loops, assertion violations
Functionality
404s, auth failures, validation errors, rate limits, payload issues
Configuration
Missing env vars, connection refused, DNS failures, SSL errors, port conflicts
Security
Injection attacks, CSRF, brute force, token issues, privilege escalation
Component
Connection resets, timeouts, circuit breakers, health check failures, queue overflow
8 Healing Strategies
Multiple approaches to every problem. The right fix, every time.
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 Reconstruction
Drains pool, resets connections, reinitializes from clean state
Defensive Programming
Wraps in try-catch, adds optional chaining, circuit breakers, fallbacks
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
Security Built From Scratch
Custom encryption. Custom security. No third-party black boxes.
AES-256-GCM Encryption
Military-grade encryption with authenticated encryption — prevents both reading AND tampering
scrypt Key Derivation
Memory-hard key derivation that makes brute force attacks cost millions in compute
HMAC-SHA512 Signing
Every request can be cryptographically signed and verified
Constant-Time Comparison
All secret comparisons use timing-safe operations — zero timing attack surface
Input Sanitizer
Detects and blocks SQL injection, XSS, command injection, path traversal
Progressive Rate Limiter
Sliding window with escalating penalties and auto-ban for repeat offenders
Request Guard
Signature verification, replay protection, IP blocking, origin validation
Security Auditor
Real-time threat detection with categorized severity levels and alert callbacks
Credential Vault
All secrets encrypted at rest with key rotation support
The Healing Pipeline
5 phases. Fully autonomous. Gets smarter with every failure.
Detect
6-layer scanning
Strategize
Pick best strategy
Execute
Apply the fix
Validate
Verify it worked
Learn
Remember for next time
Build on an unbreakable foundation.
Axiom is the framework. Everything else runs on top.
Start Building