Ship agent products.
The flagship Agent Architect cohort — 16 weeks, 16 modules, 96 lessons. Build autonomous AI agents, multi-agent systems, and ship a real agent product to production with paying users.
What Advanced courses are about.
The Advanced track is for serious builders who want to lead the AI agent revolution. Agent Architect assumes intermediate Python and AI fundamentals. Over 16 weeks, you will master LangChain, LangGraph, CrewAI, MCP, vector databases, and multi-agent orchestration — and ship a real agent product with real users.
Every module ends with a real build — not a quiz, not a homework, a real thing you can show. The capstone project is shipped live and demoed to the cohort. You leave with a portfolio you own forever.
10 advanced courses, fully detailed.
Every module, every lesson, every build — laid out so you know exactly what you're getting before you enroll.
Web Builder Pro — Advanced
Build for millions. Multi-region infra, edge rendering, and the patterns FAANG engineers actually use.
What you'll be able to do
- ✓Architect enterprise-grade systems
- ✓Lead development teams
- ✓Implement advanced DevOps + security
- ✓Ship at production scale
Capstone build
By the end you will have: Ship a platform at production scale. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.
Full syllabus — 16 modules, 96 lessons
Enterprise Architecture
Build: Design an enterprise system
- 1Distributed systems
- 2Microservices patterns
- 3Event-driven architecture
- 4Message queues (Kafka)
- 5Service mesh (Istio)
- 6API gateways
Advanced Database Engineering
Build: Build a multi-region database
- 1Read replicas + sharding
- 2Connection pooling (PgBouncer)
- 3Full-text search (Elasticsearch)
- 4Time-series data (TimescaleDB)
- 5Database observability
- 6Migration strategies
Edge Computing + Rendering
Build: Build an edge-rendered app
- 1Cloudflare Workers
- 2Edge runtime vs Node runtime
- 3Edge databases (Turso)
- 4Geo-distributed caching
- 5Edge auth + sessions
- 6Edge app project
Multi-Region Infrastructure
Build: Design multi-region active-active
- 1Multi-region replication
- 2DNS failover (Route53)
- 3Blue-green deployments
- 4Canary releases
- 5Chaos engineering
- 6RTO/RPO planning
Performance at Scale
Build: Optimize an app for 10M users
- 1Core Web Vitals at scale
- 2Bundle splitting strategies
- 3Image CDN + optimization
- 4SSR vs ISR vs SSG
- 5Edge caching strategies
- 6Performance profiling
Security + Compliance
Build: Build a SOC2-ready system
- 1OWASP Top 10 deep dive
- 2Secrets management (Vault)
- 3Audit logging + retention
- 4GDPR + CCPA compliance
- 5Penetration testing
- 6Incident response
Team Leadership
Build: Write an architecture decision record
- 1Tech leadership
- 2Code review at scale
- 3Mentoring + growth
- 4Cross-team collaboration
- 5Tech debt management
- 6Architecture for unknowns
Product Strategy
Build: Write a product strategy doc
- 1Product-market fit
- 2Roadmapping
- 3User research
- 4A/B testing
- 5Metrics + KPIs
- 6Go-to-market strategy
Advanced API Design
Build: Design a versioned public API
- 1REST vs GraphQL vs gRPC
- 2API versioning
- 3Rate limiting + quotas
- 4SDK generation
- 5API gateways
- 6Documentation
Compliance + Governance
Build: Build a governance framework
- 1SOC2 + ISO 27001
- 2Data governance
- 3Audit reporting
- 4Privacy by design
- 5Regulatory compliance
- 6Data residency
Innovation + Research
Build: Evaluate an emerging technology
- 1Reading research papers
- 2Prototyping new tech
- 3A/B testing innovations
- 4Risk assessment
- 5Build vs buy decisions
- 6Tech radar
DevOps + SRE
Build: Build an SRE practice
- 1SRE principles
- 2SLI/SLO/SLA design
- 3Error budgets
- 4Postmortem culture
- 5On-call rotation
- 6Runbooks
Observability
Build: Build a full observability stack
- 1Logs (Loki)
- 2Metrics (Prometheus)
- 3Traces (Jaeger)
- 4Dashboards (Grafana)
- 5Alerting + paging
- 6Distributed tracing
Cost Optimization
Build: Cut cloud spend by 30%
- 1Cloud cost analysis
- 2Reserved instances
- 3Spot instances
- 4Right-sizing
- 5Storage tiering
- 6FinOps culture
Open Source + Community
Build: Contribute to an open-source project
- 1OSS licenses
- 2Contributing workflows
- 3Maintaining a project
- 4Community management
- 5Documentation
- 6Conference talks
Capstone — Enterprise Platform
Build: Ship a platform at production scale
- 1Platform architecture
- 2Full implementation
- 3Security hardening
- 4Performance optimization
- 5Demo to industry panel
- 6Portfolio + case study
App Builder Studio — Advanced
Master performance, native modules, and store-grade releases — the apps that hit #1.
What you'll be able to do
- ✓Architect enterprise-grade systems
- ✓Lead development teams
- ✓Implement advanced DevOps + security
- ✓Ship at production scale
Capstone build
By the end you will have: Ship a console-grade app. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.
Full syllabus — 16 modules, 96 lessons
Native Performance
Build: Optimize an app to 60fps
- 1React Native performance profiling
- 2Bridge bottlenecks
- 3JSI + Fabric architecture
- 4Hermes engine
- 5List virtualization
- 6Memory management
Native Modules (Swift + Kotlin)
Build: Build a custom native module
- 1Swift for iOS modules
- 2Kotlin for Android modules
- 3TurboModules
- 4Codegen
- 5Bridging JS + native
- 6Native module project
Custom Animations
Build: Build a fluid animation system
- 1Reanimated 3 deep dive
- 2Worklets + shared values
- 3Custom gestures
- 4Screen transitions
- 5Lottie integration
- 6Animation system project
Offline-First + Sync
Build: Build a conflict-free offline app
- 1CRDTs in React Native
- 2WatermelonDB advanced
- 3Real-time sync (ElectricSQL)
- 4Background tasks
- 5Optimistic UI
- 6Offline sync project
Security + Encryption
Build: Build an encrypted vault app
- 1Keychain (iOS) + Keystore (Android)
- 2Biometric auth
- 3End-to-end encryption
- 4Secure storage
- 5App attestation
- 6Vault app project
Multi-Platform
Build: Ship to iOS, Android, Web, + Desktop
- 1React Native Web
- 2Electron + React Native
- 3Platform-specific code
- 4Responsive breakpoints
- 5Universal components
- 6Multi-platform project
Store Optimization
Build: Optimize an app for #1 ranking
- 1ASO (App Store Optimization)
- 2A/B testing store listings
- 3Review management
- 4Featured app strategies
- 5App analytics
- 6Store optimization project
Monetization
Build: Add subscriptions + ads
- 1In-app purchases (StoreKit)
- 2Subscription paywalls
- 3AdMob integration
- 4Freemium design
- 5Revenue analytics
- 6Monetization project
Analytics + A/B Testing
Build: Build an experimentation platform
- 1PostHog + Mixpanel
- 2Funnel analysis
- 3Cohort retention
- 4A/B test design
- 5Feature flags
- 6Experimentation project
Crash Reporting + SRE
Build: Build a crash-free app
- 1Sentry for React Native
- 2Crash reproduction
- 3Symbolication
- 4Error boundaries
- 5On-call for mobile
- 6SRE project
Accessibility
Build: Make an app fully accessible
- 1VoiceOver + TalkBack
- 2Semantic accessibility
- 3Dynamic type
- 4Color contrast
- 5Motor accessibility
- 6Accessibility project
Internationalization
Build: Ship an app in 10 languages
- 1i18n with react-intl
- 2RTL languages
- 3Date + number formatting
- 4Translation workflows
- 5Locale-specific UI
- 6i18n project
Widgets + Live Activities
Build: Build home screen widgets
- 1iOS WidgetKit
- 2Android App Widgets
- 3Live Activities (iOS)
- 4Push-triggered widgets
- 5Data sharing
- 6Widgets project
Wearables + IoT
Build: Build a Watch app
- 1Apple Watch (watchOS)
- 2Wear OS
- 3Health data (HealthKit)
- 4Bluetooth Low Energy
- 5Companion app sync
- 6Watch app project
Team Leadership
Build: Lead a mobile team
- 1Mobile architecture decisions
- 2Code review for mobile
- 3Release management
- 4Mobile DevOps
- 5Mentoring mobile engineers
- 6Leadership project
Capstone — Store-Grade App
Build: Ship a console-grade app
- 1App architecture
- 2Full implementation
- 3Performance hardening
- 4Store submission
- 5Demo to industry panel
- 6Portfolio + case study
SaaS Forge — Advanced
Scale to 10k+ customers. SOC2, usage-based billing, and the playbook to cross $1M ARR.
What you'll be able to do
- ✓Architect enterprise-grade systems
- ✓Lead development teams
- ✓Implement advanced DevOps + security
- ✓Ship at production scale
Capstone build
By the end you will have: Scale a SaaS to $1M ARR. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.
Full syllabus — 16 modules, 96 lessons
SOC2 + Security
Build: Build a SOC2-ready SaaS
- 1SOC2 requirements
- 2Access controls + audit logs
- 3Data encryption at rest
- 4Vulnerability scanning
- 5Penetration testing
- 6SOC2 project
Usage-Based Billing
Build: Build metered billing
- 1Metered pricing models
- 2Payment gateway metered billing
- 3Usage tracking at scale
- 4Real-time usage dashboards
- 5Overage handling
- 6Metered billing project
Enterprise SSO
Build: Add SAML + SCIM
- 1SAML 2.0 integration
- 2SCIM user provisioning
- 3Okta + Azure AD setup
- 4Just-in-time provisioning
- 5Enterprise onboarding
- 6SSO project
Scale to 10k+ Users
Build: Optimize for 10k+ tenants
- 1Database sharding
- 2Connection pooling
- 3Background jobs (BullMQ)
- 4Queue + worker architecture
- 5Horizontal scaling
- 6Scale project
Data Pipeline + Warehouse
Build: Build a data warehouse
- 1ETL pipelines
- 2Snowflake + BigQuery
- 3Reverse ETL (Hightouch)
- 4Data governance
- 5Privacy + compliance
- 6Data warehouse project
Revenue Operations
Build: Build a RevOps dashboard
- 1MRR + ARR tracking
- 2Churn analysis + prevention
- 3Cohort revenue analysis
- 4Expansion revenue
- 5Pricing experiments
- 6RevOps project
Customer Success
Build: Build a CS platform
- 1Health scores
- 2Churn prediction
- 3Onboarding automation
- 4In-app messaging
- 5NPS + surveys
- 6CS project
Compliance + Privacy
Build: Build GDPR-compliant systems
- 1GDPR data export
- 2Right to deletion
- 3Data residency
- 4Audit trails
- 5Privacy by design
- 6Compliance project
Multi-Region SaaS
Build: Build a multi-region SaaS
- 1Multi-region database
- 2Geo-routing
- 3Data residency compliance
- 4Cross-region replication
- 5Failover strategies
- 6Multi-region project
Marketplace + Ecosystem
Build: Build a SaaS marketplace
- 1Marketplace architecture
- 2Multi-sided platform dynamics
- 3Developer API platform
- 4App store submission
- 5Revenue sharing
- 6Marketplace project
AI at Scale
Build: Build an AI-powered SaaS
- 1LLM cost optimization
- 2AI feature gating
- 3Model fine-tuning
- 4Vector search at scale
- 5AI observability
- 6AI SaaS project
Team + Culture
Build: Build a SaaS engineering team
- 1Hiring SaaS engineers
- 2Onboarding + ramp
- 3Engineering culture
- 4OKRs + metrics
- 5Remote-first teams
- 6Team project
Fundraising + Finance
Build: Build an investor dashboard
- 1SaaS metrics for investors
- 2Cap table management
- 3Fundraising materials
- 4Financial modeling
- 5Board reporting
- 6Investor project
Product-Led Growth
Build: Build a PLG engine
- 1PLG fundamentals
- 2Activation metrics
- 3Viral loops
- 4Self-serve onboarding
- 5Expansion motions
- 6PLG project
Open Source Strategy
Build: Open-source a SaaS component
- 1OSS business models
- 2Open-core architecture
- 3Community building
- 4Contributor management
- 5Monetizing OSS
- 6OSS project
Capstone — $1M ARR SaaS
Build: Scale a SaaS to $1M ARR
- 1Architecture at scale
- 2Team + process design
- 3Revenue optimization
- 4Demo to investors
- 5Portfolio + case study
- 6Exit strategy
Agent Architect — Advanced
Deploy autonomous fleets at enterprise scale. Observability, evals, and the SRE playbook for agents.
What you'll be able to do
- ✓Architect enterprise-grade systems
- ✓Lead development teams
- ✓Implement advanced DevOps + security
- ✓Ship at production scale
Capstone build
By the end you will have: Ship an enterprise agent fleet. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.
Full syllabus — 16 modules, 96 lessons
Agent Fleet Architecture
Build: Design an agent fleet
- 1Fleet orchestration
- 2Agent specialization
- 3Load balancing agents
- 4Agent versioning
- 5Fleet observability
- 6Fleet design project
Autonomous Decision Making
Build: Build a fully autonomous agent
- 1Goal decomposition
- 2Long-horizon planning
- 3Self-correction + reflection
- 4Uncertainty handling
- 5Autonomous execution
- 6Autonomous agent project
Multi-Modal Agents
Build: Build a vision + text agent
- 1Vision-language models
- 2Image understanding
- 3Video processing
- 4Audio + speech
- 5Multi-modal tool use
- 6Multi-modal agent project
Agent Observability
Build: Build a full agent observability stack
- 1Tracing agent decisions
- 2LangSmith + Langfuse
- 3Token + cost tracking
- 4Failure analysis
- 5Performance monitoring
- 6Observability project
Agent Security
Build: Build a secure agent system
- 1Prompt injection defense
- 2Tool abuse prevention
- 3Data exfiltration prevention
- 4Agent sandboxing
- 5Audit logging
- 6Security project
Fine-Tuning for Agents
Build: Fine-tune a model for agent use
- 1When to fine-tune
- 2Dataset preparation
- 3LoRA + QLoRA
- 4Evaluation + benchmarks
- 5Deployment
- 6Fine-tuning project
Agent Cost Optimization
Build: Cut agent costs by 80%
- 1Model routing (cheap vs smart)
- 2Caching strategies
- 3Prompt compression
- 4Batch processing
- 5Cost monitoring
- 6Cost optimization project
Human-Agent Collaboration
Build: Build a human-in-the-loop system
- 1Approval workflows
- 2Agent handoffs
- 3Human escalation
- 4Collaborative UX
- 5Trust calibration
- 6Collaboration project
Agent Marketplace
Build: Build an agent marketplace
- 1Agent distribution
- 2Monetizing agents
- 3Agent discovery
- 4Quality + reviews
- 5Platform dynamics
- 6Marketplace project
Regulatory Compliance
Build: Build a compliant agent system
- 1AI Act compliance
- 2Bias + fairness auditing
- 3Explainability requirements
- 4Data governance
- 5Regulatory reporting
- 6Compliance project
Edge Agents
Build: Build an on-device agent
- 1Model quantization
- 2ONNX + Core ML
- 3Local inference
- 4Privacy-first agents
- 5Edge-cloud hybrid
- 6Edge agent project
Agent Swarms
Build: Build a swarm intelligence system
- 1Swarm topology
- 2Emergent behavior
- 3Stigmergy + communication
- 4Swarm optimization
- 5Swarm evaluation
- 6Swarm project
Agent Memory at Scale
Build: Build a distributed memory system
- 1Distributed vector stores
- 2Memory sharding
- 3Conflict-free memory
- 4Memory replication
- 5Memory consistency
- 6Memory system project
Agent Testing + CI/CD
Build: Build an agent CI/CD pipeline
- 1Agent test suites
- 2Regression testing
- 3Canary deployments
- 4A/B testing agents
- 5Rollback strategies
- 6Agent CI/CD project
Agent Business Strategy
Build: Build an agent-first business
- 1Agent-first product design
- 2Pricing AI features
- 3Agent ROI measurement
- 4Competitive moats
- 5Go-to-market
- 6Business strategy project
Capstone — Enterprise Agent Platform
Build: Ship an enterprise agent fleet
- 1Platform architecture
- 2Fleet deployment
- 3Security hardening
- 4Demo to enterprise panel
- 5Portfolio + case study
- 6Scale strategy
Data Intelligence Studio — Advanced
Architect lakehouses, real-time streams, and LLMOps — the stack behind serious AI products.
What you'll be able to do
- ✓Architect enterprise-grade systems
- ✓Lead development teams
- ✓Implement advanced DevOps + security
- ✓Ship at production scale
Capstone build
By the end you will have: Ship an enterprise data platform. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.
Full syllabus — 16 modules, 96 lessons
Lakehouse Architecture
Build: Build a lakehouse
- 1Data lake vs warehouse vs lakehouse
- 2Delta Lake + Apache Iceberg
- 3Medallion architecture
- 4Lakehouse on Databricks
- 5Migration strategies
- 6Lakehouse project
Real-Time Streaming at Scale
Build: Build a streaming platform
- 1Kafka at scale
- 2Kafka Streams + ksqlDB
- 3Event sourcing
- 4CDC (Change Data Capture)
- 5Stream replay + debugging
- 6Streaming platform project
LLMOps
Build: Build an LLMOps pipeline
- 1RAG at scale
- 2Vector DB optimization
- 3Model fine-tuning pipeline
- 4LLM evaluation + benchmarks
- 5Prompt versioning + CI
- 6LLMOps project
Feature Store
Build: Build a feature store
- 1Online vs offline features
- 2Feature engineering at scale
- 3Feast + Tecton
- 4Feature discoverability
- 5Feature freshness
- 6Feature store project
MLOps
Build: Build an MLOps platform
- 1MLflow + Kubeflow
- 2Model registries
- 3Automated retraining
- 4Model drift detection
- 5Canary deployments
- 6MLOps project
Data Mesh
Build: Design a data mesh
- 1Data mesh principles
- 2Domain-oriented ownership
- 3Data as a product
- 4Self-serve platform
- 5Federated governance
- 6Data mesh project
Streaming SQL
Build: Build a streaming SQL engine
- 1Materialize + RisingWave
- 2Continuous queries
- 3Time-windowed analytics
- 4Stream joins
- 5Exactly-once semantics
- 6Streaming SQL project
Columnar Databases
Build: Optimize a columnar warehouse
- 1Columnar storage internals
- 2Compression + encoding
- 3Vectorized execution
- 4Parquet + ORC
- 5Query optimization
- 6Columnar project
Data Observability
Build: Build a data observability platform
- 1Data quality monitoring
- 2Anomaly detection
- 3Lineage tracking
- 4Data SLAs
- 5Incident management
- 6Observability project
Privacy-Enhancing Tech
Build: Build a privacy-preserving pipeline
- 1Differential privacy
- 2Homomorphic encryption
- 3Secure multi-party computation
- 4Federated learning
- 5Synthetic data
- 6Privacy project
Graph Databases
Build: Build a graph data system
- 1Neo4j + Cypher
- 2Graph modeling
- 3Graph algorithms
- 4Knowledge graphs
- 5Graph neural networks
- 6Graph project
Time-Series at Scale
Build: Build a time-series platform
- 1TimescaleDB + InfluxDB
- 2Time-series compression
- 3Continuous aggregates
- 4Anomaly detection
- 5Forecasting at scale
- 6Time-series project
Data Marketplace
Build: Build a data marketplace
- 1Data product design
- 2Pricing + licensing
- 3Data contracts
- 4Discovery + cataloging
- 5Exchange + sharing
- 6Marketplace project
AI Governance
Build: Build an AI governance framework
- 1Model cards + datasheets
- 2Bias auditing
- 3Explainability + interpretability
- 4Regulatory compliance
- 5AI ethics
- 6Governance project
Team Leadership
Build: Lead a data team
- 1Data team structures
- 2Hiring data engineers
- 3Data culture
- 4OKRs + metrics
- 5Stakeholder management
- 6Leadership project
Capstone — Enterprise Data Platform
Build: Ship an enterprise data platform
- 1Platform architecture
- 2Lakehouse + streaming + ML
- 3Governance + observability
- 4Demo to enterprise panel
- 5Portfolio + case study
- 6Scale strategy
Cloud and DevOps Launchpad — Advanced
Run multi-region, multi-cluster platforms — the SRE skills that command $300k+ offers.
What you'll be able to do
- ✓Architect enterprise-grade systems
- ✓Lead development teams
- ✓Implement advanced DevOps + security
- ✓Ship at production scale
Capstone build
By the end you will have: Ship an enterprise platform. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.
Full syllabus — 16 modules, 96 lessons
K8s Advanced
Build: Build a multi-cluster K8s platform
- 1Custom Resource Definitions
- 2Operators + controllers
- 3Helm package management
- 4Service mesh (Istio)
- 5Multi-cluster federation
- 6Multi-cluster project
Multi-Region Infrastructure
Build: Build a multi-region platform
- 1Multi-region K8s
- 2Global load balancing
- 3DNS failover
- 4Data replication
- 5Disaster recovery
- 6Multi-region project
Advanced Terraform
Build: Build a Terraform platform
- 1Terraform Cloud / Spacelift
- 2Policy as Code (Sentinel)
- 3Drift management
- 4Module registries
- 5Testing Terraform
- 6Terraform platform project
Observability at Scale
Build: Build a full observability stack
- 1Distributed tracing (Jaeger)
- 2OpenTelemetry
- 3Log aggregation at scale
- 4SLO + error budgets
- 5AIOps + anomaly detection
- 6Observability project
Platform Engineering
Build: Build an Internal Developer Platform
- 1Platform as a product
- 2Backstage + developer portals
- 3Golden paths + templates
- 4Self-service infrastructure
- 5Developer experience
- 6IDP project
FinOps
Build: Optimize cloud spend
- 1Cost allocation + tagging
- 2Reserved + spot instances
- 3Right-sizing at scale
- 4Multi-cloud cost optimization
- 5FinOps culture
- 6FinOps project
SRE Practices
Build: Build an SRE practice
- 1SLI/SLO/SLA design
- 2Error budgets + governance
- 3Postmortem culture
- 4On-call + incident response
- 5Chaos engineering
- 6SRE project
Zero Trust Security
Build: Build a zero-trust architecture
- 1Zero trust principles
- 2mTLS everywhere
- 3Identity-aware proxies
- 4Microsegmentation
- 5Continuous verification
- 6Zero trust project
Edge Computing
Build: Build an edge platform
- 1Cloudflare Workers + Pages
- 2Edge runtime + V8 isolates
- 3Edge databases
- 4Geo-distributed caching
- 5Edge security
- 6Edge project
Serverless at Scale
Build: Build a serverless platform
- 1Lambda + Cloud Functions
- 2Serverless frameworks
- 3Cold start optimization
- 4Event-driven architectures
- 5Serverless cost analysis
- 6Serverless project
Data Infrastructure
Build: Build a data platform
- 1Data lake on S3/GCS
- 2Spark on K8s
- 3Snowflake + BigQuery
- 4Streaming (Kafka on K8s)
- 5Data governance
- 6Data platform project
GitOps
Build: Build a GitOps pipeline
- 1ArgoCD + Flux
- 2GitOps workflows
- 3Progressive delivery
- 4Rollback + recovery
- 5Multi-cluster GitOps
- 6GitOps project
Compliance Automation
Build: Build a compliance pipeline
- 1SOC2 + ISO 27001 automation
- 2Policy as Code (OPA)
- 3Continuous compliance
- 4Audit evidence collection
- 5Risk management
- 6Compliance project
Chaos Engineering
Build: Build a chaos engineering practice
- 1Chaos Monkey + Litmus
- 2Game days
- 3Blast radius control
- 4Steady state hypotheses
- 5Chaos automation
- 6Chaos project
Team Leadership
Build: Lead a platform engineering team
- 1Platform team structures
- 2Hiring platform engineers
- 3Engineering culture
- 4OKRs + metrics
- 5Stakeholder management
- 6Leadership project
Capstone — Enterprise Platform
Build: Ship an enterprise platform
- 1Platform architecture
- 2K8s + IaC + GitOps + observability
- 3Security + compliance
- 4Demo to enterprise panel
- 5Portfolio + case study
- 6Scale strategy
Design to Product — Advanced
Lead product orgs. Design ops, vision, and the craft behind products people love.
What you'll be able to do
- ✓Architect enterprise-grade systems
- ✓Lead development teams
- ✓Implement advanced DevOps + security
- ✓Ship at production scale
Capstone build
By the end you will have: Ship a design-led product. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.
Full syllabus — 16 modules, 96 lessons
Design Vision + Strategy
Build: Build a design vision
- 1Design vision fundamentals
- 2Brand + product alignment
- 3Long-term design roadmap
- 4Stakeholder buy-in
- 5Vision communication
- 6Vision project
Design Ops at Scale
Build: Build a design org
- 1Design team structures
- 2Hiring + onboarding designers
- 3Design career ladders
- 4Performance reviews
- 5Design culture
- 6Design org project
Multi-Platform Design
Build: Design for web + mobile + watch + TV
- 1Responsive + adaptive design
- 2Platform-specific patterns
- 3Cross-platform design systems
- 4Accessibility across platforms
- 5Platform handoff
- 6Multi-platform project
Design Systems Leadership
Build: Lead a design system at enterprise scale
- 1Design system governance
- 2Cross-team contribution
- 3Adoption metrics
- 4Deprecation strategies
- 5Design system ROI
- 6DS leadership project
AI Product Design
Build: Design an AI-first product
- 1AI UX patterns
- 2Designing for trust
- 3AI transparency + control
- 4Human-AI collaboration UX
- 5AI ethics in design
- 6AI product project
Research Ops
Build: Build a research ops practice
- 1Research operations
- 2Participant recruitment
- 3Research repository
- 4Insight synthesis + sharing
- 5Research metrics
- 6Research ops project
Brand + Identity
Build: Build a brand system
- 1Brand strategy
- 2Visual identity systems
- 3Brand guidelines
- 4Brand expression in product
- 5Brand evolution
- 6Brand project
Motion + Interaction
Build: Build a motion design system
- 1Motion principles
- 2Animation timing + easing
- 3Micro-interaction library
- 4Page transitions
- 5Motion accessibility
- 6Motion system project
3D + Immersive
Build: Design a 3D web experience
- 13D fundamentals (Three.js)
- 2WebGL + shaders
- 33D in product design
- 4AR/VR design
- 53D performance
- 63D project
Accessibility Leadership
Build: Build an accessibility program
- 1WCAG 2.2 + 3.0
- 2Accessibility audits
- 3Assistive technology testing
- 4Accessibility in design systems
- 5Organizational change
- 6Accessibility project
Data-Driven Design
Build: Build a data-informed design practice
- 1Design analytics
- 2A/B testing for designers
- 3Quantitative + qualitative research
- 4Cohort analysis
- 5Design experimentation
- 6Data-driven project
Content Strategy
Build: Build a content strategy
- 1Content strategy fundamentals
- 2Information architecture
- 3Content operations
- 4Content + SEO
- 5Content governance
- 6Content strategy project
Service Design
Build: Design a full service ecosystem
- 1Service blueprinting
- 2Customer journey mapping
- 3Touchpoint design
- 4Front-stage + back-stage
- 5Service metrics
- 6Service design project
Design Ethics
Build: Build an ethical design framework
- 1Dark patterns + ethical design
- 2Inclusive design
- 3Privacy by design
- 4Sustainable design
- 5AI ethics for designers
- 6Ethics project
Team Leadership
Build: Lead a design team
- 1Design leadership
- 2Hiring + mentoring
- 3Cross-functional collaboration
- 4Design storytelling
- 5Executive communication
- 6Leadership project
Capstone — Design-Led Product
Build: Ship a design-led product
- 1Product design strategy
- 2Full design lifecycle
- 3Design system + research + prototype
- 4Demo to industry panel
- 5Portfolio + case study
- 6Design leadership
Game Studio AI — Advanced
Ship console-grade titles. Engine architecture, rendering pipelines, and the business of games.
What you'll be able to do
- ✓Architect enterprise-grade systems
- ✓Lead development teams
- ✓Implement advanced DevOps + security
- ✓Ship at production scale
Capstone build
By the end you will have: Ship a console-grade game. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.
Full syllabus — 16 modules, 96 lessons
Engine Architecture
Build: Build a custom game engine
- 1Engine design patterns
- 2Entity Component System (ECS)
- 3Scene graphs
- 4Memory management
- 5Plugin architecture
- 6Engine project
Rendering Pipelines
Build: Build a custom rendering pipeline
- 1WebGL2 + GLSL shaders
- 2Forward vs deferred rendering
- 3Post-processing
- 4Shadow mapping
- 5PBR materials
- 6Rendering pipeline project
Advanced Physics
Build: Build a soft-body physics system
- 1Soft-body dynamics
- 2Fluid simulation
- 3Cloth simulation
- 4Destructible environments
- 5Physics optimization
- 6Soft-body project
Multiplayer at Scale
Build: Build an MMO backend
- 1Server architecture for MMOs
- 2Spatial partitioning
- 3Authoritative servers
- 4Anti-cheat
- 5Scaling to 10k+ players
- 6MMO backend project
AI Systems
Build: Build a game AI system
- 1GOAP (Goal-Oriented Action Planning)
- 2HTN planners
- 3Machine learning for games
- 4Crowd simulation
- 5AI testing + evaluation
- 6AI system project
Procedural Everything
Build: Build a procedural world generator
- 1World generation pipelines
- 2Procedural animation
- 3Procedural music + sound
- 4Procedural quests
- 5Emergent narratives
- 6World generator project
Game Networking
Build: Build a game networking stack
- 1UDP vs TCP for games
- 2Reliable UDP (ENet)
- 3Network interpolation
- 4Client prediction + reconciliation
- 5Rollback netcode
- 6Networking project
VR/AR Games
Build: Build a VR game
- 1WebXR fundamentals
- 2VR locomotion + comfort
- 3Hand tracking + interaction
- 4AR (WebXR AR)
- 5VR performance
- 6VR game project
Mobile Game Optimization
Build: Optimize a game for mobile
- 1Mobile GPU architecture
- 2Draw call batching
- 3Texture compression
- 4LOD systems
- 5Battery + thermal management
- 6Mobile optimization project
Game Analytics
Build: Build a game analytics pipeline
- 1Event tracking in games
- 2Player behavior analysis
- 3Funnel + retention analysis
- 4A/B testing in games
- 5LiveOps + events
- 6Analytics project
Monetization
Build: Build a monetization system
- 1In-app purchases
- 2Ad mediation
- 3Subscription models
- 4Battle passes
- 5Ethical monetization
- 6Monetization project
Anti-Cheat + Security
Build: Build an anti-cheat system
- 1Common cheat types
- 2Server authority
- 3Behavioral analysis
- 4Machine learning anti-cheat
- 5Ban systems
- 6Anti-cheat project
LiveOps
Build: Build a LiveOps system
- 1Live event systems
- 2Remote config + feature flags
- 3A/B testing live
- 4Player segmentation
- 5Content pipelines
- 6LiveOps project
Game Audio
Build: Build a game audio engine
- 13D audio + spatialization
- 2Dynamic music systems
- 3Adaptive audio
- 4Web Audio API
- 5Audio performance
- 6Audio engine project
Team Leadership
Build: Lead a game studio
- 1Game studio structures
- 2Hiring game developers
- 3Production pipelines
- 4Crunch culture + prevention
- 5Shipping culture
- 6Leadership project
Capstone — Console-Grade Game
Build: Ship a console-grade game
- 1Game architecture
- 2Full implementation
- 3Performance hardening
- 4Store submission
- 5Demo to industry panel
- 6Portfolio + case study
AI Automation Agency — Advanced
Scale to a 7-figure agency. Hiring, retainers, and the playbook to productize your services.
What you'll be able to do
- ✓Architect enterprise-grade systems
- ✓Lead development teams
- ✓Implement advanced DevOps + security
- ✓Ship at production scale
Capstone build
By the end you will have: Scale an agency to 7 figures. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.
Full syllabus — 16 modules, 96 lessons
Agency Operations
Build: Build agency operations
- 1Agency business model
- 2Pricing + packaging
- 3Client acquisition
- 4Project management
- 5Team + contractor management
- 6Agency ops project
Productized Services
Build: Productize your automation service
- 1Productized service model
- 2Tiered pricing
- 3Self-serve onboarding
- 4Standardized workflows
- 5Scaling delivery
- 6Productized project
Enterprise Automation
Build: Build an enterprise automation
- 1Enterprise integration patterns
- 2Legacy system integration
- 3Compliance + security
- 4SLA + uptime
- 5Enterprise sales
- 6Enterprise project
Automation Platform
Build: Build your own automation platform
- 1Platform architecture
- 2Multi-tenant automation
- 3Visual workflow builder
- 4Marketplace + templates
- 5Monetization
- 6Platform project
AI Agent Agency
Build: Build an AI agent agency
- 1Agent-as-a-service model
- 2Custom agent development
- 3Agent maintenance + monitoring
- 4Recurring revenue
- 5Client success
- 6AI agent agency project
Hiring + Team
Build: Build an automation team
- 1Hiring automation engineers
- 2Onboarding + training
- 3Team structure
- 4Quality assurance
- 5Team culture
- 6Team project
Sales + Marketing
Build: Build a sales engine
- 1Inbound + outbound sales
- 2Content marketing for agencies
- 3Partnerships + channels
- 4Sales pipeline
- 5Closing enterprise deals
- 6Sales project
Client Retention
Build: Build a retention system
- 1Client success management
- 2QBRs + reporting
- 3Upsell + cross-sell
- 4Churn prevention
- 5Testimonials + case studies
- 6Retention project
Finance + Legal
Build: Build agency finance + legal
- 1Agency financials
- 2Cash flow management
- 3Contracts + SLAs
- 4Insurance + liability
- 5Taxes + entity structure
- 6Finance project
Niche Specialization
Build: Specialize in a vertical
- 1Choosing a niche
- 2Healthcare automation
- 3Real estate automation
- 4Legal automation
- 5Finance automation
- 6Niche project
White-Label + Reseller
Build: Build a white-label offering
- 1White-label model
- 2Reseller partnerships
- 3Platform licensing
- 4Revenue sharing
- 5Channel conflict
- 6White-label project
Automation Marketplace
Build: Build a template marketplace
- 1Template packaging
- 2Marketplace platform
- 3Pricing + licensing
- 4Community + contributors
- 5Marketplace dynamics
- 6Marketplace project
AI-Powered Delivery
Build: Build AI-powered service delivery
- 1AI for project scoping
- 2AI for quality assurance
- 3AI for client communication
- 4AI for reporting
- 5AI for billing
- 6AI delivery project
Scaling Operations
Build: Scale to 7 figures
- 1Operational scaling
- 2Process documentation
- 3Automation for the agency
- 4KPIs + dashboards
- 5Scaling culture
- 6Scaling project
Exit Strategy
Build: Build an exit strategy
- 1Agency valuation
- 2Building sellable assets
- 3Acquisition targets
- 4Due diligence
- 5Post-exit transition
- 6Exit project
Capstone — 7-Figure Agency
Build: Scale an agency to 7 figures
- 1Agency architecture
- 2Team + process + platform
- 3Revenue optimization
- 4Demo to industry panel
- 5Portfolio + case study
- 6Scale strategy
AI Security Engineer — Advanced
Lead AI security at enterprise scale. Threat modeling, compliance, and the OWASP LLM Top 10.
What you'll be able to do
- ✓Architect enterprise-grade systems
- ✓Lead development teams
- ✓Implement advanced DevOps + security
- ✓Ship at production scale
Capstone build
By the end you will have: Ship an enterprise security platform. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.
Full syllabus — 16 modules, 96 lessons
Advanced Threat Modeling
Build: Threat-model an enterprise system
- 1STRIDE + PASTA methodologies
- 2Attack trees + kill chains
- 3Data flow diagrams
- 4Threat modeling at scale
- 5Risk prioritization
- 6Threat modeling project
Zero Trust Architecture
Build: Build a zero-trust network
- 1Zero trust principles (NIST 800-207)
- 2Identity-aware proxies
- 3Microsegmentation
- 4Continuous verification
- 5Zero trust + remote work
- 6Zero trust project
AI Security Research
Build: Publish a security research paper
- 1Novel attack research
- 2LLM jailbreak research
- 3AI model extraction attacks
- 4Responsible disclosure
- 5Conference talks
- 6Research project
Advanced LLM Security
Build: Build an LLM security platform
- 1LLM firewall design
- 2Semantic injection detection
- 3Tool abuse prevention
- 4Multi-modal LLM attacks
- 5LLM security observability
- 6LLM security platform project
Compliance + Governance
Build: Build a compliance program
- 1SOC2 + ISO 27001 implementation
- 2GDPR + CCPA technical controls
- 3HIPAA + PCI-DSS
- 4Audit evidence automation
- 5Continuous compliance
- 6Compliance project
Incident Response
Build: Build an IR program
- 1IR playbook design
- 2Forensics + evidence collection
- 3Malware analysis
- 4Post-incident review
- 5Crisis communication
- 6IR project
Red Team Operations
Build: Run a red team engagement
- 1Red team methodology
- 2Social engineering
- 3Physical security testing
- 4Persistence + C2
- 5Detection evasion
- 6Red team project
Blue Team Operations
Build: Build a blue team
- 1Threat intelligence
- 2Security monitoring at scale
- 3Hunting advanced threats
- 4MITRE ATT&CK
- 5Purple teaming
- 6Blue team project
Supply Chain Security
Build: Secure a software supply chain
- 1SBOM (Software Bill of Materials)
- 2Dependency analysis
- 3Signed artifacts (Sigstore)
- 4Secure CI/CD pipelines
- 5Supply chain attacks
- 6Supply chain project
Cloud-Native Security
Build: Secure a K8s platform
- 1K8s security best practices
- 2Container runtime security
- 3Service mesh security (mTLS)
- 4Cloud security posture management
- 5Multi-cloud security
- 6Cloud-native project
Cryptography
Build: Build a crypto system
- 1Symmetric + asymmetric crypto
- 2Hashing + signing
- 3Key management (HSM, KMS)
- 4Homomorphic encryption
- 5Post-quantum crypto
- 6Crypto project
Privacy Engineering
Build: Build a privacy platform
- 1Differential privacy
- 2Federated learning
- 3Secure multi-party computation
- 4Privacy-preserving analytics
- 5Privacy by design
- 6Privacy project
Security Automation at Scale
Build: Build a SOAR platform
- 1Security orchestration
- 2Automated response playbooks
- 3SOAR integration
- 4Threat intelligence platforms
- 5Metrics + reporting
- 6SOAR project
Bug Bounty + Research
Build: Earn a bug bounty
- 1Bug bounty platforms
- 2Vulnerability research
- 3Writing exploit reports
- 4Responsible disclosure
- 5Building a reputation
- 6Bug bounty project
Security Leadership
Build: Build a security org
- 1CISO responsibilities
- 2Security team structures
- 3Board reporting
- 4Security culture
- 5Hiring security engineers
- 6Leadership project
Capstone — Enterprise Security Platform
Build: Ship an enterprise security platform
- 1Security architecture
- 2Offensive + defensive + AI
- 3Compliance + governance
- 4Demo to enterprise panel
- 5Portfolio + case study
- 6Scale strategy
Every module ends with something working.
No quizzes. No "review questions." Every single module ends with a real build you can show, demo, and add to your portfolio. By the end of the cohort, you will have shipped 5-16 real projects depending on the tier.
Ready to start the advanced track?
Reserve your seat in the next cohort. 14-day money-back guarantee — if it's not for you, full refund, no questions.