1
Production Architecture Patterns
Implement production-grade patterns for LLM systems — retry with exponential backoff, circuit breaker, fallback to weaker models, and request queuing.
Start lessonProduction Patterns & Troubleshooting
Battle-tested patterns for production deployment — error handling, retry strategies, monitoring, and diagnosing common failure modes.
Lessons in this module
Follow the lessons sequentially for best understanding
2
Monitoring & Observability
Build monitoring for LLM-powered systems — latency tracking, token usage dashboards, quality metrics, and alerting on anomalies.
Start lesson3
Common Failure Modes & Diagnosis
Systematically diagnose common LLM failures — rate limits, timeout errors, degraded output quality, context overflow, and API changes.
Start lesson4
Migration Playbook: Opus 4.5 to 4.6
Complete migration playbook from Opus 4.5 to 4.6 — feature flags, A/B testing, gradual rollout, rollback procedures, and zero-downtime migration.
Start lessonKey skills
What you'll master in this module
Practical knowledge
Gain practical experience you can apply immediately
Expertise
Develop deeper domain expertise
Communication
Learn to communicate your knowledge effectively
Documentation
Create your own notes and documentation
Problem analysis
Learn systematic approaches to complex problems
Optimization
Optimize for performance and efficiency
Tips for success
How to get the most out of this module
1
Proceed step by step
Don't move on until you fully understand the previous lesson
2
Practice regularly
Spend daily time on the practical lesson exercises
3
Take notes
Write down key insights and your own thoughts
4
Ask questions
If something is unclear, ask the community for help
5
Test knowledge
Validate learning with exercises and quizzes
6
Share insights
Teach concepts to others to reinforce retention