Tag: #validation
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 2 posts
Stabilizing LLM Structured Output — Four Layers of Defense Against Parse Failures
A layered treatment for the problem where you ask for JSON and get it wrapped in a markdown fence, followed by an explanatory sentence, or cut off at the token ceiling. Classify the failure types first, then stack the de
2026-07-26 · 12 min read #llm#structured-output#json-schema#constrained-decoding#validationRegular Expressions Complete Guide 2025: From Basics to Advanced Patterns and Real-World Applications
Everything about regex! Basic syntax (., , +, ?), groups and capturing, Lookahead/Lookbehind, greedy vs lazy matching, 30 practical patterns (email/URL/IP/phone), performance optimization (ReDoS prevention), and language
2026-03-23 · 15 min read #regex#regular-expression#pattern-matching#text-processing#validation