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AI for the Stack

Are LLMs Probabilistic or Deterministic?

LLMs aren't purely probabilistic or deterministic — they sit on a spectrum you control. Learn how input structure, output verification, and scaffolding move your AI workflows toward consistent, production-grade results.

9 min read LLM prompt engineering production evals

Harness Engineering for Beginners

Harness engineering is how you build the systems around LLM models — context files, constraints, feedback loops, and governance — so agents produce reliable output without constant correction.

6 min read agents production LLMs Claude Code

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