The Prompting Playbook: Applied AI Engineering Masterclass
Master production LLM engineering through hands-on failure mode debugging and rigorous evaluation harnesses.
Based on Anthropic's applied engineering methodologies, this interactive training workbench moves beyond basic prompt tips and puts you directly in the driver’s seat of real-world production challenges.
What’s Included:
- The Meridian Mobile Production Refactor: Step through a 5-case regression eval suite. Learn why frontier models withhold answers when given defensive ban instructions, how to replace shouting with deterministic tool schemas, and how to balance asymmetric trade-offs in customer escalations.
- Zero-to-One Agent Architecture Lab: Benchmark 5 architectures for complex multi-constraint retail scheduling. Compare Sonnet 4.6 against Opus 4.7 with Adaptive Thinking, inspect token/latency trade-offs, and implement the high-efficiency Generate → Evaluate → Repair agentic loop.
- Production Anti-Pattern Field Guide: Direct breakdowns of instruction shouting, uncurated scrape bloat, and rigid ban lists, with drop-in XML template structures for production deployments.
Instant Access:
Upon checkout, you will receive an automated software license key and immediate browser-based access to the fully functional interactive testing harness.