Curriculum
Week 1: Secure Agent Foundations (Days 1-7)
Day 1: Enterprise Agent Architecture
Production agent lifecycle with proper initialization, execution, and cleanup
State management with encryption, persistence, and recovery strategies
Comprehensive error handling with logging, alerting, and graceful degradation
Building CLI agent with structured logging and configuration management
Day 2: Secure Memory & Context Systems
Memory architecture patterns with encryption and access controls
Context window optimization balancing cost, performance, and security
Conversation compression with PII detection and data classification
Implementing agent memory with encrypted SQLite and audit logging
Day 3: Secure Tool Integration
Tool abstraction with security sandboxing and permission management
Dynamic discovery with capability validation and access controls
Error propagation with security event logging and incident response
Building file system agent with permission boundaries and audit trails
Day 4: Production Web Agent with Resilience
Advanced rate limiting with distributed coordination and circuit breakers
Session management with secure cookie handling and CSRF protection
Content parsing with input validation and malware detection
Building price monitoring agent with secure notification channels
Day 5: Secure Document Processing
Text chunking with PII detection and content classification
Multi-format processing with virus scanning and content validation
Metadata extraction with privacy compliance and audit logging
Building document agent with secure storage and access controls
Day 6: Agent Communication Security
Message queue integration with encryption and authentication
Event-driven patterns with security event correlation and monitoring
Inter-agent protocols with mutual authentication and authorization
Building secure workflow foundation with comprehensive logging
Day 7: Week 1 Integration & Security Assessment
Combining agents with shared security context and audit trails
Coordinated state management with encryption and access logging
Security testing including penetration testing and vulnerability assessment
Performance monitoring with security metrics and compliance reporting
Week 2: Production Integration & Monitoring (Days 8-14)
Day 8: Enterprise Chat Agent Architecture
WebSocket management with authentication, authorization, and session security
Multi-tenant session isolation with resource quotas and monitoring
Real-time context synchronization with conflict resolution and audit logging
Building customer support agent with enterprise SSO integration
Day 9: Advanced Conversation Management
Conversation flow with compliance validation and content moderation
Dynamic prompt generation with injection prevention and content filtering
Personality consistency with behavior monitoring and anomaly detection
Implementing conversation routing with escalation and compliance tracking
Day 10: Secure Code Analysis Agent
AST parsing with security pattern recognition and vulnerability detection
Git integration with access controls and automated security scanning
Code review workflows with compliance checking and audit generation
Building PR analysis agent with security gates and approval workflows
Day 11: Multi-Modal Security & Classification
Image processing with content moderation and malware detection
Document OCR with PII detection and data classification
Audio processing with speech recognition and content filtering
Building content moderation agent with classification and reporting
Day 12: Agent Learning & Compliance
User preference learning with privacy protection and consent management
Behavioral adaptation with bias detection and fairness monitoring
A/B testing with statistical significance and privacy preservation
Building recommendation agent with explainability and audit trails
Day 13: Advanced Tool Orchestration & Monitoring
Complex tool chains with security validation and monitoring
Parallel execution with resource management and cost tracking
Failure recovery with security incident response and reporting
Building research agent with source validation and fact-checking
Day 14: Week 2 Integration & Performance Optimization
Multi-modal chat agent with integrated security and monitoring
Real-time collaboration with audit logging and compliance tracking
Performance optimization with cost analysis and resource management
Load testing with security validation and scalability assessment
Week 3: LLMOps & Advanced Orchestration (Days 15-21)
Day 15: Multi-Agent System Security
Agent specialization with capability-based access controls
Secure communication protocols with end-to-end encryption
Resource coordination with quota management and cost attribution
Building content creation team with role-based permissions
Day 16: Production Orchestration Patterns
Workflow definition with security validation and compliance checking
Dynamic assignment with load balancing and security isolation
Failure detection with security incident correlation and response
Building customer onboarding with compliance automation
Day 17: Self-Healing & Security Monitoring
Anomaly detection with security event correlation and threat detection
Automatic recovery with security validation and audit logging
Health monitoring with security metrics and compliance reporting
Building reliability agent with security incident management
Day 18: Agent Specialization & Expertise Validation
Domain knowledge integration with source validation and fact-checking
Expert system design with explainability and audit requirements
Knowledge management with version control and access tracking
Building technical documentation agent with accuracy validation
Day 19: Distributed Agent Networks
Peer-to-peer communication with mutual authentication and encryption
Distributed consensus with security validation and audit logging
Resource pooling with cost tracking and security isolation
Building problem-solving network with collaboration monitoring
Day 20: Production Learning & Optimization
Online learning with bias detection and fairness validation
Feedback integration with privacy protection and consent management
Performance analytics with cost optimization and security monitoring
Building self-improving agent with explainability and oversight
Day 21: Week 3 Integration & Enterprise Validation
Complete multi-agent system with comprehensive security and monitoring
Self-healing capabilities with security incident response and recovery
Advanced orchestration with compliance automation and reporting
Enterprise dashboard with security metrics and audit trails
Week 4: Enterprise Deployment & Operations (Days 22-30)
Day 22: Enterprise API Gateway & Security
API design with comprehensive authentication and authorization
Rate limiting with distributed coordination and attack mitigation
Security middleware with threat detection and incident response
Building production gateway with monitoring and analytics
Day 23: Kubernetes Deployment & Orchestration
Container security with image scanning and runtime protection
Kubernetes patterns with network policies and resource quotas
CI/CD pipelines with security gates and automated testing
Building deployment automation with rollback and recovery
Day 24: Enterprise Security & Compliance Framework
Comprehensive security architecture with defense in depth
Compliance automation with audit trail generation and reporting
Identity management with federation and access governance
Building security platform with monitoring and incident response
Day 25: Cost Optimization & Performance Engineering
LLM cost optimization with usage analytics and budget controls
Performance monitoring with distributed tracing and profiling
Resource optimization with auto-scaling and efficiency metrics
Building cost management platform with forecasting and alerts
Day 26: Advanced Observability & Operations
Distributed tracing with security event correlation
Custom metrics with anomaly detection and predictive analytics
Log aggregation with security analysis and threat detection
Building operations platform with automated incident response
Day 27: Enterprise Testing & Quality Assurance
Security testing with automated vulnerability scanning
Load testing with attack simulation and resilience validation
Quality gates with compliance checking and audit generation
Building QA automation with security integration and reporting
Day 28: Disaster Recovery & Business Continuity
Backup strategies with encryption and compliance validation
Geographic distribution with data sovereignty and regulatory compliance
Failover automation with security validation and audit logging
Building resilience platform with recovery automation and testing
Day 29: Enterprise Integration & Legacy Systems
Secure integration patterns with legacy system protection
Event sourcing with audit compliance and data governance
Microservices architecture with security boundaries and monitoring
Building integration platform with transformation and validation
Day 30: Production Deployment & Portfolio Presentation
Complete enterprise agent platform with full security and monitoring
Production deployment with comprehensive documentation and runbooks
Performance validation with security assessment and compliance verification
Portfolio presentation with technical depth and business impact demonstration
Learning Outcomes & Professional Certification
By course completion, you'll have:
Built 5 enterprise-grade agent systems with production security, monitoring, and compliance features
Mastered LLMOps practices for cost optimization, performance monitoring, and operational excellence
Deployed scalable architectures with Kubernetes, monitoring, and disaster recovery capabilities
Earned industry certification through partnerships with OpenAI, Anthropic, and infrastructure providers
Developed professional portfolio demonstrating enterprise AI engineering expertise for immediate industry impact
Achieved readiness for senior AI engineer roles with demonstrated capability in production agent systems
Industry Partnership Benefits:
OpenAI API certification with advanced usage patterns and optimization
Anthropic Claude integration certification with safety and alignment practices
Vector database certification (Pinecone/Weaviate) for production-scale retrieval systems
LinkedIn skill verification and GitHub portfolio optimization for career advancement
This intensive, production-focused approach ensures you can confidently architect, secure, and operate AI agent systems that meet enterprise standards for security, scalability, compliance, and operational excellence while delivering measurable business value.