LLMs
Structured Outputs as an API Contract: Building Predictable AI Systems
Structured outputs ensure reliable AI behavior in production. Learn how schemas, validation, and retries create predictable model behavior without relying on clever prompts.
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Thoughts on AI engineering, backend, frontend, and building modern software.
LLMs
Practical Lessons in LLMs: Real-World Tradeoffs and Implementation Pitfalls
Building production systems with large language models requires balancing speed, cost, and reliability. Learn concrete strategies for deployment, optimization, and avoiding common pitfalls.