SariroLive Classes
Intermediate track

Build real products.

Six cohort-based courses for builders who know the basics. Ship mobile apps, SaaS products, data dashboards, games, security tools, and cloud infrastructure — all with AI features.

All coding coursesSee pricing
The intermediate track

What Intermediate courses are about.

Intermediate courses assume basic programming familiarity (you can write a function, use a list, and read documentation). Every course is 7 modules, 42 lessons, with 6 lessons per module. Each module ends with a real build, and the capstone ships a production-grade artifact to 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.

Live cohort sessions (2-3x per week)
Recordings of every session
1:1 mentor feedback on every build
Cohort-only community access
Certificate of completion
14-day money-back guarantee
Tier at a glance
Intermediate
0
USD per cohort
0
Modules
0
Lessons
0
Lessons / module
3-4 live cohorts + special 1:1 cohort
2-3 live sessions per week (90 min)
8-12 hours/week total commitment
Choose your course
The intermediate catalog

11 intermediate courses, fully detailed.

Every module, every lesson, every build — laid out so you know exactly what you're getting before you enroll.

Course 01Students

Web Builder Pro — Intermediate

Build Orbit, a real team-collaboration SaaS, feature by feature — dashboard, database, auth, AI, real-time, and a live launch.

Tuition
$169USD
12 weeks
7 modules
42 lessons
Next: Sep 03, 2026
Reserve a seat

What you'll be able to do

  • ✓Ship one real SaaS product end-to-end, not disconnected demos
  • ✓Master advanced architecture patterns
  • ✓Implement authentication + payments + AI the way production apps do
  • ✓Launch Orbit publicly with a portfolio case study

Capstone build

By the end you will have: Launch Orbit + portfolio case study demo. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.

Quick facts
Level
Intermediate
Audience
Students
Duration
12 weeks
Lessons
42 (7 × 6)

Full syllabus — 7 modules, 42 lessons

01
Next.js App Router Deep Dive

Build: Ship Orbit's multi-workspace dashboard shell

  1. 1Server vs Client Components — architecting Orbit's shell
  2. 2Layouts, loading & error states for the workspace switcher
  3. 3Dynamic routes: /workspace/[id]/project/[id]
  4. 4Server Actions — creating a project without an API route
  5. 5Middleware & edge — workspace-scoped routing and redirects
  6. 6Dashboard shell project
02
Database + ORM

Build: Wire Orbit's dashboard to real data

  1. 1Postgres fundamentals for a multi-tenant app
  2. 2Prisma ORM setup, connected to Orbit
  3. 3Schema design — workspaces, projects, tasks, members
  4. 4Migrations + seeding demo data
  5. 5Indexes & query optimization for task lists
  6. 6Real data project
03
Auth + Payments

Build: Ship Orbit's auth, roles & paid upgrade flow

  1. 1Supabase Auth setup (email + OAuth)
  2. 2OAuth providers — Google + GitHub sign-in
  3. 3RBAC — owner, admin, member roles per workspace
  4. 4Payment gateway checkout for the Pro plan
  5. 5Webhooks — subscription billing state
  6. 6Auth + billing project
04
Advanced AI Integration

Build: Ship the Ask Orbit assistant

  1. 1Vector embeddings — indexing workspace docs & tasks
  2. 2RAG pipeline architecture for Ask Orbit
  3. 3Streaming responses with the Vercel AI SDK
  4. 4Tool use — letting Ask Orbit create/update tasks
  5. 5Cost + token optimization for production AI
  6. 6Ask Orbit project
05
Real-time + WebSockets

Build: Make Orbit's task board update live

  1. 1WebSocket fundamentals
  2. 2Supabase Realtime channels on the task board
  3. 3Presence + live cursors
  4. 4Typing indicators + activity feed
  5. 5Optimistic UI + basic conflict resolution
  6. 6Live board project
06
Testing + CI/CD

Build: Stand up Orbit's CI/CD pipeline

  1. 1Vitest — unit-testing billing & RBAC logic
  2. 2Playwright — E2E for signup → workspace → invite
  3. 3GitHub Actions — build/test/lint pipeline
  4. 4Preview deployments per pull request
  5. 5Error monitoring with Sentry
  6. 6CI/CD pipeline project
07
Capstone — SaaS Product

Build: Launch Orbit + portfolio case study demo

  1. 1Multi-tenant data isolation audit
  2. 2Billing edge cases & webhook reliability
  3. 3Onboarding — empty states + team invites
  4. 4Performance pass — Core Web Vitals check
  5. 5Capstone build sprint
  6. 6Launch + first users
Course 02Students

App Builder Studio — Intermediate

Build Pulse, a real hyperlocal community app, feature by feature — feed, offline sync, push, camera, motion, and a store launch.

Tuition
$169USD
12 weeks
7 modules
42 lessons
Next: Sep 03, 2026
Reserve a seat

What you'll be able to do

  • ✓Ship one real mobile app end-to-end, not disconnected demos
  • ✓Master offline-first mobile architecture
  • ✓Implement push, camera & native features the way production apps do
  • ✓Launch Pulse to the App Store / Play Store with a portfolio case study

Capstone build

By the end you will have: Launch Pulse + portfolio case study. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.

Quick facts
Level
Intermediate
Audience
Students
Duration
12 weeks
Lessons
42 (7 × 6)

Full syllabus — 7 modules, 42 lessons

01
Advanced Navigation + State

Build: Ship Pulse's social feed screen

  1. 1Deep linking + URL routing for Pulse
  2. 2Redux Toolkit setup for feed state
  3. 3Redux Persist + offline caching
  4. 4Pull-to-refresh + infinite scroll on the feed
  5. 5Skeleton loaders for a native feel
  6. 6Feed screen project
02
Offline-First Architecture

Build: Make Pulse work with no connection

  1. 1SQLite (WatermelonDB) for local posts
  2. 2Sync strategies between device and server
  3. 3Conflict resolution for offline edits
  4. 4Background sync when connection returns
  5. 5Offline UI patterns (drafts, pending states)
  6. 6Offline sync project
03
Push Notifications

Build: Ship Pulse's notification system

  1. 1Expo Push Notifications setup
  2. 2APNs + FCM configuration
  3. 3Notification payloads for likes & comments
  4. 4Handling taps + deep links into posts
  5. 5Scheduled digest notifications
  6. 6Notifications project
04
Native Modules + Camera

Build: Add photo posts & QR check-in to Pulse

  1. 1Expo Camera API
  2. 2Photo/video post capture
  3. 3QR-code event check-in scanning
  4. 4Native module bridges + permissions
  5. 5Image processing + compression
  6. 6Camera features project
05
Animations + Gestures

Build: Ship Pulse's swipeable discover feed

  1. 1React Native Reanimated basics
  2. 2Gesture handlers for swipe actions
  3. 3Shared transitions between screens
  4. 4Spring physics for card motion
  5. 5Discover card-stack animation
  6. 6Discover feed project
06
Testing + EAS

Build: Stand up Pulse's CI/CD pipeline

  1. 1Jest + React Native Testing Library
  2. 2Detox for E2E on Pulse
  3. 3EAS Build pipelines
  4. 4EAS Submit to app stores
  5. 5Over-the-air updates
  6. 6CI/CD project
07
Capstone — Production App

Build: Launch Pulse + portfolio case study

  1. 1App architecture review
  2. 2Performance profiling
  3. 3App Store / Play Store optimization
  4. 4Beta testing (TestFlight)
  5. 5Capstone build sprint
  6. 6Store launch + case study
Course 03Professionals

SaaS Forge — Intermediate

Build Ledgerly, a real subscription-billing SaaS, feature by feature — billing, teams, admin, API, email, and the metrics investors check.

Tuition
$169USD
12 weeks
7 modules
42 lessons
Next: Sep 03, 2026
Reserve a seat

What you'll be able to do

  • ✓Ship one real SaaS product end-to-end, not disconnected demos
  • ✓Master multi-tenant SaaS architecture
  • ✓Implement billing, teams & integrations the way production SaaS does
  • ✓Launch Ledgerly with real revenue metrics + a portfolio case study

Capstone build

By the end you will have: Launch Ledgerly + first $1k MRR. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.

Quick facts
Level
Intermediate
Audience
Professionals
Duration
12 weeks
Lessons
42 (7 × 6)

Full syllabus — 7 modules, 42 lessons

01
Subscription Billing

Build: Ship Ledgerly's subscription billing

  1. 1Payment gateway billing setup
  2. 2Subscription plans + tiers for Ledgerly
  3. 3Webhook handling for payment events
  4. 4Dunning + failed payment recovery
  5. 5Upgrades + downgrades flow
  6. 6Billing project
02
Multi-Tenant Architecture

Build: Ship Ledgerly's team workspaces

  1. 1Team management for Ledgerly
  2. 2Role-based access control
  3. 3Invites + onboarding flow
  4. 4Workspace switching
  5. 5Usage quotas per team/plan
  6. 6Teams project
03
Admin Dashboard

Build: Ship Ledgerly's internal admin panel

  1. 1Admin vs user permissions
  2. 2User management UI
  3. 3Revenue dashboard for Ledgerly
  4. 4Cohort analysis
  5. 5Feature flags
  6. 6Admin panel project
04
API + Integrations

Build: Ship Ledgerly's public API

  1. 1API key management
  2. 2Rate limiting per tenant
  3. 3Webhook delivery + retries
  4. 4OAuth for third-party integrations
  5. 5Zapier integration for Ledgerly
  6. 6API project
05
Email + Notifications

Build: Ship Ledgerly's invoice & notification emails

  1. 1Resend / SendGrid setup
  2. 2Email templates (React Email) for invoices
  3. 3Notification preferences
  4. 4In-app notifications
  5. 5Digest emails
  6. 6Email system project
06
Analytics + Metrics

Build: Ship Ledgerly's revenue analytics dashboard

  1. 1Event tracking (PostHog)
  2. 2Funnel analysis for signups
  3. 3Retention cohorts
  4. 4MRR + churn tracking
  5. 5Custom dashboards
  6. 6Analytics project
07
Capstone — Launch a SaaS

Build: Launch Ledgerly + first $1k MRR

  1. 1SaaS architecture review
  2. 2Onboarding flow optimization
  3. 3Pricing page A/B test
  4. 4Capstone build sprint
  5. 5Launch + first $1k MRR
  6. 6Portfolio case study
Course 04Professionals

Agent Architect — Intermediate

Build Scout, a real multi-agent AI platform, feature by feature — orchestration, tools, RAG, guardrails, memory, and evals.

Tuition
$169USD
12 weeks
7 modules
42 lessons
Next: Sep 03, 2026
Reserve a seat

What you'll be able to do

  • ✓Ship one real multi-agent platform end-to-end, not disconnected demos
  • ✓Master multi-agent orchestration patterns
  • ✓Implement guardrails, memory & evals the way production agents need
  • ✓Launch Scout to real users with a portfolio case study

Capstone build

By the end you will have: Launch Scout + portfolio case study. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.

Quick facts
Level
Intermediate
Audience
Professionals
Duration
12 weeks
Lessons
42 (7 × 6)

Full syllabus — 7 modules, 42 lessons

01
Multi-Agent Systems

Build: Ship Scout's research-agent team

  1. 1Agent orchestration patterns
  2. 2CrewAI / LangGraph setup for Scout
  3. 3Role-based agents (researcher, critic, writer)
  4. 4Inter-agent communication
  5. 5Task delegation
  6. 6Research team project
02
Advanced Tool Use

Build: Give Scout 10+ real tools

  1. 1Tool selection at scale
  2. 2Parallel tool execution
  3. 3Tool composition
  4. 4Custom tool development for Scout
  5. 5Tool testing + evals
  6. 6Multi-tool agent project
03
RAG + Knowledge

Build: Ship Scout's knowledge base

  1. 1Vector databases (Pinecone)
  2. 2Embedding strategies for Scout's knowledge base
  3. 3Chunking + retrieval
  4. 4Hybrid search
  5. 5RAG evaluation
  6. 6RAG agent project
04
Guardrails + Safety

Build: Make Scout safe for production

  1. 1Output validation
  2. 2Input filtering
  3. 3Hallucination prevention
  4. 4Rate limiting + cost control
  5. 5Human-in-the-loop for Scout's actions
  6. 6Safe agent project
05
Agent Memory

Build: Give Scout persistent memory

  1. 1Memory architectures
  2. 2Episodic + semantic memory for Scout
  3. 3Memory consolidation
  4. 4Forgetting strategies
  5. 5Memory evaluation
  6. 6Memory agent project
06
Agent Evals

Build: Ship Scout's evaluation pipeline

  1. 1Agent evaluation metrics
  2. 2LLM-as-judge for Scout
  3. 3Human evaluation
  4. 4Regression testing
  5. 5Continuous evals
  6. 6Eval pipeline project
07
Capstone — Production Agent

Build: Launch Scout + portfolio case study

  1. 1Agent architecture review
  2. 2Production deployment
  3. 3Monitoring + observability
  4. 4Capstone build sprint
  5. 5Launch + first users
  6. 6Portfolio case study
Course 05Professionals

Data Intelligence Studio — Intermediate

Build Northstar, a real analytics platform, feature by feature — pipeline, warehouse, dashboard, ML, streaming, and governance.

Tuition
$169USD
12 weeks
7 modules
42 lessons
Next: Sep 03, 2026
Reserve a seat

What you'll be able to do

  • ✓Ship one real data platform end-to-end, not disconnected demos
  • ✓Master data pipeline + warehouse architecture
  • ✓Deploy ML models & real-time streaming the way production teams do
  • ✓Launch Northstar with a portfolio case study

Capstone build

By the end you will have: Launch Northstar + portfolio case study. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.

Quick facts
Level
Intermediate
Audience
Professionals
Duration
12 weeks
Lessons
42 (7 × 6)

Full syllabus — 7 modules, 42 lessons

01
Data Pipelines

Build: Ship Northstar's ETL pipeline

  1. 1ETL fundamentals
  2. 2Airflow / Prefect setup for Northstar
  3. 3Data extraction (APIs + DBs)
  4. 4Transformation (dbt)
  5. 5Loading + scheduling
  6. 6ETL pipeline project
02
Data Warehouse

Build: Ship Northstar's data warehouse

  1. 1Star + snowflake schemas
  2. 2Slowly changing dimensions
  3. 3Fact + dimension tables for Northstar
  4. 4Snowflake + BigQuery setup
  5. 5Query optimization
  6. 6Warehouse project
03
Advanced Visualization

Build: Ship Northstar's executive dashboard

  1. 1Apache Superset + Metabase
  2. 2Real-time dashboards on Northstar data
  3. 3Geospatial visualization
  4. 4Statistical visualization
  5. 5Dashboard UX
  6. 6Executive dashboard project
04
ML in Production

Build: Deploy Northstar's churn-prediction model

  1. 1Model deployment (FastAPI)
  2. 2Model registry + versioning
  3. 3A/B testing models
  4. 4Feature stores for Northstar
  5. 5Model monitoring
  6. 6ML deployment project
05
Real-Time Data

Build: Add real-time streaming to Northstar

  1. 1Streaming data (Kafka)
  2. 2Stream processing (Flink)
  3. 3Real-time dashboards
  4. 4Event-driven architecture
  5. 5Lambda + Kappa architectures
  6. 6Real-time project
06
Data Quality + Governance

Build: Harden Northstar's data quality

  1. 1Data quality dimensions
  2. 2Great Expectations
  3. 3Data cataloging for Northstar
  4. 4Lineage + metadata
  5. 5Data governance
  6. 6Quality framework project
07
Capstone — Data Platform

Build: Launch Northstar + portfolio case study

  1. 1Platform architecture review
  2. 2Pipeline + warehouse + dashboard integration
  3. 3ML model in production
  4. 4Capstone build sprint
  5. 5Launch + demo
  6. 6Portfolio case study
Course 06Professionals

Cloud and DevOps Launchpad — Intermediate

Build Ascent, a real production platform, feature by feature — containers, Kubernetes, CI/CD, IaC, monitoring, and security.

Tuition
$169USD
12 weeks
7 modules
42 lessons
Next: Sep 03, 2026
Reserve a seat

What you'll be able to do

  • ✓Stand up one real production platform end-to-end, not disconnected demos
  • ✓Master Kubernetes + Infrastructure as Code
  • ✓Implement CI/CD, monitoring & security the way production teams do
  • ✓Launch Ascent with zero-downtime deploys + a portfolio case study

Capstone build

By the end you will have: Launch Ascent + portfolio case study. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.

Quick facts
Level
Intermediate
Audience
Professionals
Duration
12 weeks
Lessons
42 (7 × 6)

Full syllabus — 7 modules, 42 lessons

01
Docker Deep Dive

Build: Containerize Ascent's multi-service app

  1. 1Multi-stage builds
  2. 2Image optimization
  3. 3Docker networks
  4. 4Docker volumes + persistence
  5. 5Docker Compose at scale
  6. 6Multi-container project
02
Kubernetes Fundamentals

Build: Deploy Ascent to Kubernetes

  1. 1K8s architecture
  2. 2Pods + Deployments
  3. 3Services + Ingress
  4. 4ConfigMaps + Secrets
  5. 5kubectl basics
  6. 6K8s deploy project
03
CI/CD Pipelines

Build: Ship Ascent's CI/CD pipeline

  1. 1GitHub Actions advanced
  2. 2Multi-environment deploys
  3. 3Blue-green + canary releases
  4. 4Infrastructure as Code (Terraform)
  5. 5Secrets management
  6. 6CI/CD project
04
Infrastructure as Code

Build: Provision Ascent's infra with Terraform

  1. 1Terraform fundamentals
  2. 2Modules + reuse
  3. 3State management
  4. 4Multi-environment IaC
  5. 5Drift detection
  6. 6Terraform project
05
Monitoring + Alerting

Build: Ship Ascent's monitoring stack

  1. 1Prometheus + Grafana
  2. 2Metrics + dashboards for Ascent
  3. 3Alerting rules
  4. 4Log aggregation (Loki)
  5. 5Uptime monitoring
  6. 6Monitoring project
06
Security + Compliance

Build: Secure Ascent for production

  1. 1Network security (VPCs)
  2. 2IAM + least privilege
  3. 3Secrets management (Vault)
  4. 4SSL/TLS + certificates
  5. 5Security scanning
  6. 6Security project
07
Capstone — Production Platform

Build: Launch Ascent + portfolio case study

  1. 1Architecture review
  2. 2K8s + IaC + CI/CD integration
  3. 3Monitoring + security hardening
  4. 4Capstone build sprint
  5. 5Launch + demo
  6. 6Portfolio case study
Course 07Students

Design to Product — Intermediate

Design Lumen, a real personal-finance app, feature by feature — design system, Figma-to-code, AI tooling, and a shipped product.

Tuition
$169USD
12 weeks
7 modules
42 lessons
Next: Sep 03, 2026
Reserve a seat

What you'll be able to do

  • ✓Design one real product end-to-end, not disconnected exercises
  • ✓Master design systems + Figma-to-code workflows
  • ✓Use AI design tools the way production teams do
  • ✓Ship Lumen's design with a portfolio case study

Capstone build

By the end you will have: Ship Lumen + portfolio case study. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.

Quick facts
Level
Intermediate
Audience
Students
Duration
12 weeks
Lessons
42 (7 × 6)

Full syllabus — 7 modules, 42 lessons

01
Design Systems at Scale

Build: Build Lumen's production design system

  1. 1Design system architecture
  2. 2Token systems (Style Dictionary)
  3. 3Component libraries for Lumen
  4. 4Documentation + Storybook
  5. 5Versioning + governance
  6. 6Design system project
02
Figma-to-Code

Build: Ship Lumen's Figma-to-code pipeline

  1. 1Figma REST API
  2. 2Design tokens to code
  3. 3Component code generation for Lumen
  4. 4Figma Dev Mode
  5. 5Handoff workflows
  6. 6Figma-to-code project
03
AI-Powered Design

Build: Speed up Lumen with AI design tools

  1. 1v0 + Vercel AI SDK
  2. 2AI-generated UI components
  3. 3Prompt-driven design for Lumen
  4. 4AI design automation
  5. 5AI + human collaboration
  6. 6AI design tool project
04
Prototyping + Animation

Build: Ship Lumen's high-fidelity prototype

  1. 1Figma prototyping advanced
  2. 2Smart animate + transitions
  3. 3Micro-interactions for Lumen
  4. 4Lottie + Rive
  5. 5Prototype testing
  6. 6Prototype project
05
Design Ops

Build: Stand up Lumen's design ops practice

  1. 1Design workflows + tooling
  2. 2Design + dev collaboration
  3. 3Design quality assurance
  4. 4Design metrics
  5. 5Team rituals
  6. 6Design ops project
06
UX Writing + Content

Build: Write Lumen's UX content system

  1. 1UX writing principles
  2. 2Voice + tone for Lumen
  3. 3Microcopy
  4. 4Content design
  5. 5Localization
  6. 6UX writing project
07
Capstone — Product Design

Build: Ship Lumen + portfolio case study

  1. 1End-to-end product design review
  2. 2Design system + prototyping integration
  3. 3Design-to-code handoff
  4. 4Capstone build sprint
  5. 5Launch + demo
  6. 6Portfolio case study
Course 08Students

Game Studio AI — Intermediate

Build Fracture, a real 3D co-op dungeon crawler, feature by feature — world, physics, multiplayer, AI NPCs, procedural levels, and a release.

Tuition
$169USD
12 weeks
7 modules
42 lessons
Next: Sep 03, 2026
Reserve a seat

What you'll be able to do

  • ✓Ship one real 3D game end-to-end, not disconnected demos
  • ✓Master 3D physics + multiplayer netcode
  • ✓Implement AI NPCs & procedural generation the way shipped games do
  • ✓Release Fracture on itch.io with a portfolio case study

Capstone build

By the end you will have: Release Fracture on itch.io. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.

Quick facts
Level
Intermediate
Audience
Students
Duration
12 weeks
Lessons
42 (7 × 6)

Full syllabus — 7 modules, 42 lessons

01
3D Game Dev (Three.js)

Build: Build Fracture's 3D dungeon scene

  1. 1Three.js setup for Fracture
  2. 23D models + meshes
  3. 3Camera + controls
  4. 4Lighting + materials
  5. 5Physics (Cannon.js) foundation
  6. 6Dungeon scene project
02
Game Physics

Build: Add physics-based puzzles to Fracture

  1. 1Rigid body dynamics
  2. 2Collision shapes for dungeon hazards
  3. 3Constraints + joints
  4. 4Raycasting for interactions
  5. 5Performance optimization
  6. 6Physics puzzle project
03
Multiplayer Netcode

Build: Make Fracture playable co-op

  1. 1Client-server architecture
  2. 2WebSocket + Socket.io for Fracture
  3. 3State sync vs lockstep
  4. 4Lag compensation
  5. 5Interest management
  6. 6Co-op multiplayer project
04
AI NPCs

Build: Add AI enemies & companions to Fracture

  1. 1Behavior trees
  2. 2Utility AI
  3. 3Claude for dynamic enemy dialogue
  4. 4Memory + relationships
  5. 5Emergent behavior
  6. 6AI NPC project
05
Procedural Generation

Build: Make Fracture's dungeons procedural

  1. 1Noise functions (Perlin)
  2. 2Map generation algorithms
  3. 3Loot + enemy spawning
  4. 4Biome generation
  5. 5Seed systems
  6. 6Procedural dungeon project
06
Game UI + Polish

Build: Polish Fracture to release quality

  1. 1Game UI design
  2. 2Particle effects
  3. 3Screen shake + juice
  4. 4Sound design
  5. 5Performance profiling
  6. 6Polish project
07
Capstone — Release-Ready Game

Build: Release Fracture on itch.io

  1. 1Game architecture review
  2. 2Final polish + bug fixing
  3. 3itch.io deployment
  4. 4Capstone build sprint
  5. 5Launch + demo
  6. 6Portfolio case study
Course 09Professionals

AI Automation Agency — Intermediate

Launch Flowcraft, your own AI automation agency, client by client — CRM, social, e-commerce, and a paid $5k+ project.

Tuition
$169USD
12 weeks
7 modules
42 lessons
Next: Sep 03, 2026
Reserve a seat

What you'll be able to do

  • ✓Land real client automation work, not disconnected exercises
  • ✓Master n8n + custom AI workflow architecture
  • ✓Deliver CRM, social & e-commerce automations the way agencies do
  • ✓Land Flowcraft's first paid client with a portfolio case study

Capstone build

By the end you will have: Land Flowcraft's first $5k+ paid client. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.

Quick facts
Level
Intermediate
Audience
Professionals
Duration
12 weeks
Lessons
42 (7 × 6)

Full syllabus — 7 modules, 42 lessons

01
n8n Advanced

Build: Stand up Flowcraft's n8n foundation

  1. 1n8n self-hosting (Docker)
  2. 2Custom nodes + expressions
  3. 3Webhooks + triggers
  4. 4Error workflows + retry
  5. 5Credentials management
  6. 6n8n foundation project
02
Custom AI Workflows

Build: Ship Flowcraft's first AI workflow product

  1. 1LangChain for automation
  2. 2Multi-step AI workflows
  3. 3Tool use in automation
  4. 4RAG for automation
  5. 5Human-in-the-loop
  6. 6AI workflow project
03
CRM Automation

Build: Land Flowcraft's first CRM client

  1. 1HubSpot / Salesforce API
  2. 2Lead scoring automation
  3. 3Email sequences
  4. 4Pipeline automation
  5. 5Reporting + dashboards
  6. 6CRM client project
04
Social Media Automation

Build: Land Flowcraft's social media client

  1. 1Social APIs (Twitter, LinkedIn)
  2. 2Content scheduling
  3. 3AI content generation
  4. 4Analytics + reporting
  5. 5Compliance + ethics
  6. 6Social client project
05
E-commerce Automation

Build: Land Flowcraft's e-commerce client

  1. 1Shopify API
  2. 2Order processing automation
  3. 3Inventory sync
  4. 4Customer communication
  5. 5Abandoned cart recovery
  6. 6E-commerce client project
06
Monitoring + Scaling

Build: Ship Flowcraft's internal monitoring

  1. 1Uptime monitoring
  2. 2Error tracking + alerting
  3. 3Log management
  4. 4Performance optimization
  5. 5Scaling automations across clients
  6. 6Monitoring project
07
Capstone — Client Automation

Build: Land Flowcraft's first $5k+ paid client

  1. 1Client requirements gathering
  2. 2Automation architecture
  3. 3Implementation + testing
  4. 4Capstone build sprint
  5. 5Client handoff + training
  6. 6Portfolio case study
Course 10Professionals

AI Security Engineer — Intermediate

Build Sentinel, a real AI security platform, feature by feature — offense, defense, LLM red-teaming, guardrails, cloud security, and automation.

Tuition
$169USD
12 weeks
7 modules
42 lessons
Next: Sep 03, 2026
Reserve a seat

What you'll be able to do

  • ✓Ship one real security platform end-to-end, not disconnected demos
  • ✓Master offensive + defensive security fundamentals
  • ✓Red-team & defend LLM applications the way production teams do
  • ✓Launch Sentinel with a portfolio case study

Capstone build

By the end you will have: Launch Sentinel + portfolio case study. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.

Quick facts
Level
Intermediate
Audience
Professionals
Duration
12 weeks
Lessons
42 (7 × 6)

Full syllabus — 7 modules, 42 lessons

01
Offensive Security

Build: Build Sentinel's pentest toolkit

  1. 1Pentesting methodology
  2. 2Recon + enumeration
  3. 3Exploitation basics
  4. 4Burp Suite + OWASP ZAP
  5. 5Privilege escalation
  6. 6Pentest toolkit project
02
Defensive Security

Build: Ship Sentinel's blue-team defenses

  1. 1SIEM (Splunk + ELK)
  2. 2Intrusion detection
  3. 3Log analysis + correlation
  4. 4Incident response
  5. 5Threat hunting
  6. 6Defense project
03
LLM Red Teaming

Build: Red-team Sentinel's own AI features

  1. 1Prompt injection attacks
  2. 2Jailbreak techniques
  3. 3Data exfiltration via LLM
  4. 4OWASP LLM Top 10
  5. 5LLM security testing
  6. 6LLM red team project
04
AI Security Defenses

Build: Harden Sentinel's LLM defenses

  1. 1Input validation + filtering
  2. 2Output guardrails
  3. 3Rate limiting + monitoring
  4. 4Sandboxing LLM tools
  5. 5Human-in-the-loop
  6. 6LLM defense project
05
Cloud Security

Build: Secure Sentinel's cloud infrastructure

  1. 1Cloud security fundamentals
  2. 2IAM + least privilege
  3. 3Network security (VPCs)
  4. 4Container security
  5. 5Compliance (SOC2)
  6. 6Cloud security project
06
Security Automation

Build: Automate Sentinel's security pipeline

  1. 1Automated vulnerability scanning
  2. 2CI/CD security (SAST/DAST)
  3. 3Secret scanning
  4. 4Dependency scanning
  5. 5Security orchestration (SOAR)
  6. 6Security automation project
07
Capstone — Security Platform

Build: Launch Sentinel + portfolio case study

  1. 1Security architecture review
  2. 2Offensive + defensive tools integration
  3. 3AI security features
  4. 4Capstone build sprint
  5. 5Launch + demo
  6. 6Portfolio case study
Course 11Students Featured

AP Computer Science — Intermediate

Master Java + the AP CSA exam by building Campus Manager, one real console app — then prove it on a full mock exam.

Tuition
$169USD
12 weeks
7 modules
42 lessons
Next: Sep 03, 2026
Reserve a seat

What you'll be able to do

  • ✓Score 4-5 on the AP CSA exam
  • ✓Master Java OOP + data structures by building one real app
  • ✓Solve every FRQ type with confidence
  • ✓Ship Campus Manager, a portfolio-ready Java application

Capstone build

By the end you will have: Finish Campus Manager + take a full mock AP exam. A real, deployed artifact you own forever — live on the internet, in your GitHub, on your resume.

Quick facts
Level
Intermediate
Audience
Students
Duration
12 weeks
Lessons
42 (7 × 6)

Full syllabus — 7 modules, 42 lessons

01
Java Fundamentals Review

Build: Start Campus Manager: student records + grades

  1. 1Types, variables, operators
  2. 2Control flow (if, for, while)
  3. 3Methods + parameters
  4. 4String methods
  5. 5Wrapper classes
  6. 6Campus Manager: grade tracker
02
OOP Deep Dive

Build: Model Campus Manager's classes: Student, Course, Enrollment

  1. 1Classes + objects
  2. 2Instance vs static
  3. 3Constructors + overloading
  4. 4Encapsulation (private, getters, setters)
  5. 5Inheritance + super
  6. 6Polymorphism + overriding
03
Arrays + ArrayList

Build: Add course rosters + enrollment lists to Campus Manager

  1. 11D arrays
  2. 2Enhanced for loops
  3. 3ArrayList basics
  4. 4ArrayList methods
  5. 52D arrays (seating charts / grade grids)
  6. 6Campus Manager: rosters project
04
Strings + Recursion

Build: Add search + validation to Campus Manager

  1. 1String vs StringBuilder
  2. 2String manipulation
  3. 3Recursion basics
  4. 4Base cases + recursive calls
  5. 5Recursive string problems
  6. 6Campus Manager: search + validation project
05
Algorithms + Sorting

Build: Optimize Campus Manager's search + sort

  1. 1Linear vs binary search
  2. 2Selection sort
  3. 3Insertion sort
  4. 4Merge sort
  5. 5Big-O notation
  6. 6Campus Manager: benchmarking project
06
AP Exam FRQ Prep

Build: Solve full AP CSA FRQ sets

  1. 1FRQ Type 1: Methods
  2. 2FRQ Type 2: Classes
  3. 3FRQ Type 3: Arrays/ArrayLists
  4. 4FRQ Type 4: 2D Arrays
  5. 5Time management strategies
  6. 6Full practice exam
07
Capstone + Mock Exam

Build: Finish Campus Manager + take a full mock AP exam

  1. 1Capstone project planning
  2. 2Campus Manager: final feature + polish
  3. 3Code review + testing
  4. 4Mock AP exam (full length)
  5. 5Score analysis + review
  6. 6Final showcase + exam strategy
The Sariro difference

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 intermediate track?

Reserve your seat in the next cohort. 14-day money-back guarantee — if it's not for you, full refund, no questions.