Skip the 10-line tutorial wrappers. Master deterministic JSON outputs, autonomous agents, hybrid RAG pipelines, prompt defense, and scalable cloud deployments.
The Complete Engineering Manual for Building Reliable Large Language Model Applications
Enforce strict runtime schemas with Zod and JSON Schema. Handle tool invocation retries and recovery seamlessly.
Implement multi-vector chunking, embedding math, cross-encoders, and eliminate domain hallucinations.
State machines, loop circuit breakers, tool rollbacks, and deterministic guardrails for resilient multi-step workflows.
Airtight containment strategies against direct/indirect prompt injection, model jailbreaks, and sensitive data leakage.
Semantic caching with Redis, SSE streaming optimizations, latency trimming, and multi-tier model routing.
Deploying resilient microservices on Cloud Run, Kubernetes, and serverless containers with automated health checks.
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