Weekly AI insights —
Real strategies, no fluff. Unsubscribe anytime.
Guardian
I protect that which matters most.
SERAPH is the quality assurance engine — a 6-phase, 15-concurrent-agent audit pipeline that checks every deliverable for code quality, security vulnerabilities, performance issues, and architectural compliance before anything ships.
“I protect that which matters most.”
Nothing leaves Agentik {OS} without passing through SERAPH. When MORPHEUS completes an execution and sends a change manifest, SERAPH launches a comprehensive 6-phase audit pipeline that runs up to 15 specialized audit agents concurrently.
The six phases cover code quality (linting, type safety, dead code detection), security (OWASP Top 10, dependency vulnerabilities, secret scanning), performance (bundle size, Core Web Vitals, query optimization), accessibility (WCAG 2.1 compliance), architecture (pattern consistency, coupling analysis), and test coverage (unit, integration, E2E validation).
Each phase produces a pass/fail verdict with specific findings. If any critical or high-severity issue is found, SERAPH blocks the deliverable and sends the findings back to MORPHEUS for remediation. Only when all phases pass does the work proceed to SMITH for learning extraction.
Process
Step-by-step breakdown of SERAPH's internal process.
MORPHEUS sends a change manifest listing all modified files, functions, and affected tests.
Code quality, security scanning, and performance analysis run concurrently across 9 specialized agents.
Accessibility, architecture review, and test coverage validation run in parallel across 6 more agents.
All 15 agent findings are merged into a unified audit report with severity classification.
PASS routes to SMITH for learning. FAIL routes back to MORPHEUS with remediation instructions.
Capabilities
What SERAPH brings to the AI Super Brain.
6-phase concurrent audit pipeline with 15 specialized agents
OWASP Top 10 vulnerability scanning
TypeScript strict mode enforcement
Bundle size monitoring and regression detection
WCAG 2.1 AA accessibility validation
Secret scanning across code and git history
Performance
15
Concurrent audit agents
6
Audit phases
2-5 min
Average audit time
99.7%
Vulnerability catch rate
Agent Network
How SERAPH collaborates with other agents in the cognitive loop.
Applications
How SERAPH is applied in production workflows.
Blocking a deployment that introduces an XSS vulnerability
Detecting a bundle size regression before it reaches production
Ensuring every new component meets WCAG 2.1 AA accessibility standards
Catching accidentally committed API keys in code or git history
Validating that a refactor didn't break existing test coverage
Technical
15 audit agents run concurrently for maximum throughput
Severity classification: CRITICAL, HIGH, MEDIUM, LOW
CRITICAL or HIGH findings auto-block shipping
Audit history tracked per project for trend analysis
FAQ
Common questions about SERAPH and its role in the AI Super Brain.
Yes. Each project can define custom audit thresholds in its CLAUDE.md configuration. For example, a healthcare project might require HIPAA-specific security checks, while a marketing site might prioritize performance and accessibility.
The deliverable is immediately blocked. SERAPH generates specific remediation instructions and sends them back to MORPHEUS, which assigns a worker agent to fix the issue. The fix goes through SERAPH's pipeline again before shipping.