Generation:
Gen4 ✓Gen5
Face SprintFoundation
2031 / Gen6Gen7
Gen8Gen9Gen10
You are here — Gen4 complete (PQP Wave A done). Starting Face Sprint now. Gen5 → Gen10 roadmap below.
↑ users and consumers
Users, agents, and consumer surfaces
All intelligence surfaces to users through this layer
Web workspace (Next.js)CLI / terminalVS Code extensionJetBrains pluginMCP clientPR comments / GitHub checksEmail / HTML reportsWallboard (Gen7)Mobile app (Gen8)Third-party AI agents (Gen8)Engineering OS clients (Gen10)
Rendering Engine — presentation only, no logic
React · Rich/CLI · SARIF · HTML/PDF · MCP renderer · GitHub PR
Next.js App Router (web)Rich terminal rendererSARIF exporterHTML / PDF rendererGitHub PR rendererMCP tool rendererWallboard renderer (Gen7)Mobile renderer (Gen8)
Widget Registry — 65 reusable React components
Built in Face Sprint · reused unchanged in 2031 and all future generations
Engineering (9)Security (9)Executive (6)Architecture (5)Quality (7)Delivery / DORA (6)Workflow / Ownership (6)Portfolio (4)AI widgets (8)Explainability widgets (5)Agent action widgets (Gen8)Capability pack widgets (Gen10)
Experience Layer — adaptive workspace composition
Determines WHICH widgets appear, in what order, for this user at this moment
Experience EngineIntent ClassifierPersonalization EngineAdaptive Composition EngineWorkspace Context BuilderTierFeatureGate routerGoal Engine (Gen7)Urgency Signal Detector (Gen7)Scenario Engine (Gen8)Learning Composer (Gen9)Digital Twin Interface (Gen10)
Reasoning Layer — derives intelligence from projection
Insight Engine and Recommendation Engine built in Face Sprint · extended in 2031
Insight EngineRecommendation EnginePrediction EngineDecision Intelligence EngineExplainability EngineAutonomous Remediation EngineRoot Cause Engine (Gen7)Learning Engine (Gen9)Causal Reasoning Engine (Gen9)Outcome Prediction Engine (Gen9)Engineering OS Reasoner (Gen10)
Platform Intelligence Layer — domain sub-systems
Each domain produces typed data for the projection · grows from Gen4 through Gen10
Engineering IntelligenceSecurity IntelligenceArchitecture IntelligenceDelivery / DORA IntelligenceQuality IntelligenceRepository IntelligenceMemory IntelligenceCode Provenance (git analysis)Conversation IntelligencePrediction IntelligenceBusiness IntelligenceThreat Intelligence MonitorOrganization IntelligenceFleet IntelligenceOwnership IntelligenceAgent IntelligenceFederated Learning IntelligenceCross-fleet Pattern IntelligenceDigital Twin IntelligenceKnowledge Commons
Cross-cutting platform services — apply to all layers above
Dashed border = these concern every layer, not one specific layer
JWT / RBAC / TrustPostgreSQL RLS (multi-tenancy)OpenAPI specTierFeatureGateOpenTelemetry / SLOsRate limitingAudit trail (append-only)Webhook systemBYOK key managerRedis cacheModelRouterAI Usage TrackerSSO / SAML / SCIMSOC2 / GDPR controlsData residency (EU / US / APAC)Capability MarketplacePrivacy-preserving federated layerEngineering carbon tracker
Projection Layer — single source of truth for all surfaces
Everything above reads from EngineeringProjection · nothing above reads scanners directly
Projection BuilderEngineeringProjection (immutable)View DTOsWidget CatalogReadModelCacheDiff EngineScanReport v1ReportProfile enumFaceService (orchestrator)ViewKind enumAdaptive Projection (dynamic DTOs)
↑ everything above reads EngineeringProjection · everything below produces it ↓
Engineering Workspace — canonical domain model, zero UI
Presentation-free aggregate of all engineering context · completed Gen4
EngineeringWorkspace aggregateFinding LifecycleRisk AttributionArchitecture ContextSecurity ContextDelivery ContextOwnership ContextBenchmark ContextRepository Memory hooksEngineering Memory hooksProvenance ContextOrganization Context
Persistence Plane — stores, events, history, memory
IntelligenceSnapshot · PostgreSQL + RLS · Alembic · Event log
IntelligenceSnapshot (JSON)PostgreSQL + RLSAlembic migrationsFilesystem storeScan Event Log (JSONL)Trend Store (JSONL)Audit Log (append-only)Redis cachepgvector (semantic memory)Engineering Memory storeDecision Records storeRemediation Record storeFleet Snapshot storeOrg Health timeseriesAgent Action logFederated Learning weightsKnowledge Commons store
Compute Plane — all scanners and analyzers
Gen1–Gen4 fully built · incremental and agent scanners added in Gen6+
Native SAST ScannerSemgrep (pySemgrep)Trivy (containers / deps)Gitleaks (secrets)SBOM EngineReachability EngineCorrelation EngineArchitecture AnalyzerGovernance / Policy EvalBenchmark Engine (OWASP)AI Risk EngineOwnership AnalyzerContinuous / Incremental ScannerProvenance Analyzer (git)Threat Feed Monitor (NVD/OSV)NL Policy CompilerAgent RunnerFederated ScannerDigital Twin Simulator
↓ source
Source codeGit historyCODEOWNERSCI/CD configSemantic indexAgent workspace
Generation timeline
Gen4
Core platform PQP Wave A complete
Gen5
Repository + Memory Intelligence
Gen6
AI · Ambient · Adaptive workspace
Gen7
Enterprise · Fleet · Org Intel
Gen8
Agent Platform · Marketplace
Gen9
Federated learning · Prediction
Gen10
Engineering OS · Digital Twin
Sprint → cursor session mapping
Session 1 — Face Sprint
65 Widget Registry · Rendering Engine · 8 static modes · Basic Platform Intelligence · Basic Reasoning
Session 2 — Foundation Sprint
SLOs · OpenTelemetry · TierFeatureGate · Redis · Rate limiting · Webhooks · BYOK key manager
Session 3 — 2031 / Gen6 Sprint
Experience Layer · Full Platform Intel · Adaptive Composition · 10 AI capabilities · ModelRouter
Session 4 — Gen7 / Wave B Sprint
Org Intelligence · Fleet · SSO/SAML · SOC2 · Data residency · Wallboard · Marketplace hooks