AI Engineering Platform Pillars
Production AI engineering architecture: deterministic output schemas, OWASP guardrails, client-side BYOK key management, and multi-agent swarm orchestration.
PromptImageLab unifies modern AI engineering practices across six core architectural pillars. From visual multi-agent state machines to client-side encryption and autonomous IT operations.
1. Multi-Agent DAGs
Visual state machines, cycle detection, conditional branching, and full LangGraph code export.
Explore Agent Studio →2. RAG Pipelines
Recursive chunking, cosine retrieval debugging, hybrid BM25 + dense search, and cross-encoder reranking.
Explore RAG Architecture →3. MCP Security
Vulnerability scanning for Model Context Protocol servers, permission blast radius, and shell injection checks.
Explore MCP Directory →4. LLM Evaluation
Multi-model response diffing, schema drift detection, latency benchmarking, and token budget analytics.
Compare Models Matrix →5. AI Security & Guardrails
OWASP LLM Top 10 defenses, direct prompt injection screening, PII redaction, and secret leakage prevention.
Trust & Security Posture →6. Governed Operations
OpsPilot autonomous ServiceNow incident investigation, Datadog evidence correlation, and writeback.
Discover OpsPilot →