Paul SerbanSoftware Engineer
  • PORTFOLIO
  • BLOG

#LangSmith

Posts

  • Best AI evaluation frameworks and tools in 2025: reliability, scalability, and performance comparedFrom LLM evals to MLOps observability — a hands-on review of the tools leading teams actually use

    Compare the best AI evaluation tools in 2025 covering reliability, scalability, and performance benchmarking for production AI systems.

    • #AI Evaluation
    • #AI Engineering
    • #LLM Testing
    • #MLOps
    • #Observability
  • Self-Repair with Schema Reflection: Building Robust AI Systems Through Automated Error CorrectionHow Schema-Driven Validation and Iterative Repair Patterns Enable Production-Grade Structured Output from Language Models

    Master self-repair with schema reflection to build reliable AI systems. Learn validation patterns, error correction, and structured output generation.

    • #AI Engineering
    • #LLM Reliability
    • #Schema-Driven Development
    • #Error Correction
    • #Structured Output
View all posts
  • LinkedInLinkedIn
  • GitHubGitHub
  • HackerRankHackerRank
  • LeetCodeLeetCode
  • EmailEmail
  • Portfolio
  • My Projects
  • Coursework
  • Blog
  • Posts
  • Snippets
  • Book Notes
  • Cookie Settings
  • Cookie Policy
2026 © Paul Serban. All rights reserved.www.paulserban.eu | Sitemap