LEARNING PATH CATALOG

Choose a path built around demonstrated capability.

Every available card is generated from a validated course manifest. Planned directions are labeled separately and never presented as finished curricula.

AVAILABLE PATHS

ai-automation-engineer

AI Automation Engineer

Build an AI Business Autopilot - not a collection of disconnected workflow demos.

A product-driven path from process mapping and Python foundations to controlled AI-assisted automation, built around one evolving business operations system.

Process MappingPythonTestingHTTP APIsWebhooksStructured AISaaS APIsOAuth 2.0 + PKCESigned WebhooksCRM IntegrationSlackGoogle CalendarPostgreSQLDurable StateIdempotencyTransactional OutboxRetries + JitterWorker LeasesCrash RecoveryFunction CallingStrict Tool SchemasAuthorization PolicyHuman ApprovalPrompt Injection DefenseAI EvalsShadow ModeAgents SDKBounded AutonomyMCPPlaywrightComputerToolHandoffsAgentic EvalsDockerAlembicGitHub ActionsOpenTelemetrySLIs + SLOsSecurity HardeningAutomation Control Center

AVAILABLE CURRICULUM: 6 phases
Free preview: 3 free-preview units

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ai-engineering-foundations

AI Engineering Foundations

Start from zero and build the first working layer of AI Operations Starter.

A zero-experience path from a reproducible development environment to a first deterministic, tested local pipeline, built around one evolving AI Operations Starter project that prepares you for the AI Systems, AI Automation, and AI Security Engineering tracks.

TerminalGitPythonData FlowJSON + JSONLDebuggingPython PackagesType HintsDataclasses + EnumsRuff + mypypytestFastAPIPydanticHTTPXSigned WebhooksTyped SettingsDocker ComposePostgreSQLSQLAlchemyStructured OutputsIntegrated CapstoneClean-Start VerificationEvaluation HarnessRelease GatesControlled AutomationAttack + Utility TestsCore Track Readiness

AVAILABLE CURRICULUM: 4 phases
Free preview: 3 free-preview units

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ai-security-engineer

AI Security Engineer

Find, fix, and verify security failures in a realistic local AI application.

A hands-on AI security engineering path built around Aegis Vulnerable AI Lab, beginning with a deterministic cross-tenant exploit, tenant isolation, object authorization, threat modeling, and cumulative security gates.

Aegis LabFirst ExploitTenant IsolationAuthorizationThreat ModelingSecurity GatesPrompt InjectionUntrusted RetrievalRetrieval AuthorizationOutput BoundaryDocument ProvenanceLocal EgressCapability InventoryTool AuthorizationApproval AuthorityMemory TrustMCP AuthorizationBrowser ApprovalThreat HypothesesEvidence-Based ScoringProtected InputsRelease Gate ReadingRepeatable Test ProgramAI Asset Inventory LiteracyIntegrity Binding LiteracyArtifact VerificationConstrained-Runtime LiteracyBudget and Denial-of-Wallet LiteracyVerified and Constrained AI RuntimeDetection Evidence LiteracyIncident Triage LiteracyResponse AuthorizationRemediation Verification LiteracyControl Plane LiteracyAI Security Control Plane

AVAILABLE CURRICULUM: 6 phases
Free preview: 3 free-preview units

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ai-systems-engineer

AI Systems Engineer

Build an AI Operations Copilot - not another toy chatbot.

A product-driven path from programming foundations to reliable AI systems engineering, built around one evolving AI operations command center.

PythonGitTestingFastAPITyped APIsStructured OutputsSQLPostgreSQLSQLAlchemyTransactionsAlembicAPI PersistenceEvalsConfusion MatrixPrecision + RecallSlice AnalysisRegression GatesRobustnessState MachinesHuman-in-the-LoopOptimistic ConcurrencyIdempotent ActionsHTTP IntegrationsAudit HistoryRAGPostgreSQL FTSpgvectorHybrid RetrievalGrounded CitationsAI SecurityStructured LoggingOpenTelemetryDockerGitHub ActionsHealth + ReadinessDeployment

AVAILABLE CURRICULUM: 6 phases
Free preview: 3 free-preview units

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AVAILABLE PATHS

AI Automation Engineer

AI Engineering Foundations

AI Security Engineer

AI Systems Engineer