Engineering Notes
Thoughts and Ideas on AI by Muthukrishnan
Tag: Reliability
Constrained Decoding and Structured Output for Agent Reliability
Master how modern AI agents ensure reliability through controlled generation—from JSON schemas to grammar constraints and finite-state machines.Verification and Validation Loops for Agent Reliability Through Runtime Checks
Learn how modern AI agents use verification and validation loops to ensure output quality, catch errors at runtime, and build reliable production systems.Improving Agent Reliability with Plan-and-Solve Prompting
## 1. Concept Introduction Before you cook a complex meal, you read the recipe. Before you assemble furniture, you con...