Architecture

System Architecture

Mindaeon is composed of deterministic cooperating agents organized into layered subsystems with cross-validation at every boundary.

System Overview

Layered Architecture

L1Intent Input
Human PromptStructured RequirementsAPI SubmissionRepository Ingestion
L2Formalization Engine
Constraint ExtractorSecurity Boundary DetectorRegulatory Tag InferenceArchitecture Scope Builder
L3Decomposition Engine
Atomic TasksAction GraphDependency OrderingVerification Checkpoints
L4Multi-Agent Mesh
ArchitectureCodeTestSecurityInfraCompliance
L5Policy Engine
Role LimitsRegulatory TemplatesDependency AllowlistsDeployment Guardrails
L6Validation Pipeline
Type CheckStatic AnalysisDep AuditTest ExecutionSBOM
L7Infrastructure Generator
K8s ManifestsHelm ChartsTerraformCI/CD Pipelines
L8Deployment Targets
CloudOn-PremAir-GapHybrid
Agent Mesh

Multi-Agent Topology

Agents are connected via directed acyclic graph. All outputs are cross-validated across agent boundaries.

Generation
Validation
Policy
Architecture AgentGeneration

System design and component decomposition

Code AgentGeneration

Implementation and code synthesis

Test AgentValidation

Test generation and execution

Security AgentValidation

Vulnerability scanning and boundary enforcement

Infrastructure AgentGeneration

IaC and deployment configuration

Compliance AgentPolicy

Regulatory adherence and audit logging

Refactoring AgentGeneration

Code optimization and quality improvement

Audit AgentPolicy

Reproducibility verification and SBOM

Hallucination Mitigation

Grounded Generation

Spec Grounding

Every generation is anchored to formal specifications. No free-form hallucination is possible because outputs must satisfy specification constraints.

Cross-Agent Verification

Multiple specialized agents independently validate outputs. Architecture, Security, and Compliance agents cross-check Code agent generation.

Deterministic Validation

Static analysis, type checking, test execution, and dependency audits provide deterministic verification of all generated artifacts.

Enterprise Isolation

Multi-Tenant Architecture

Tenant A
Tenant B
Tenant C
Scoped Agent Mesh
Isolated Execution Pools
Principles

Architectural Principles

01
Determinism over randomness

Every execution path produces reproducible, auditable results.

02
Policy before execution

No action proceeds without policy validation and constraint satisfaction.

03
Validation before deployment

All artifacts pass verification pipeline before reaching any environment.

04
Observability before autonomy

System behavior is fully observable before autonomous execution is enabled.

05
Isolation before scale

Tenant and agent isolation is guaranteed before horizontal scaling.