Guides

TL;DR Debugging AI agents is fundamentally different from debugging traditional software. As agentic systems grow in complexity, teams need specialized platforms to trace multi-step workflows, evaluate agent behavior, and identify failure patterns. This guide compares the five leading agent debugging platforms in 2026: Maxim AI (comprehensive end-to-end platform with

TL;DR Looking for an Arize AI alternative? Here's the quick breakdown: Maxim AI is the most comprehensive option, offering end-to-end simulation, evaluation, and observability with strong cross-functional collaboration between engineering and product teams. LangSmith excels for teams deeply embedded in the LangChain ecosystem. Langfuse provides open-source flexibility

TLDR Braintrust focuses on evaluation infrastructure for AI applications, but teams building production multi-agent systems increasingly require platforms covering the full development lifecycle. Maxim AI provides end-to-end tooling spanning experimentation, agent simulation, evaluation, and production observability, with cross-functional workflows enabling both engineering and product teams to work independently. This guide

Introduction As AI agents transition from experimental prototypes to production-critical systems, teams need comprehensive platforms that support the entire AI lifecycle. While evaluation is essential, building reliable agents requires simulation capabilities, detailed tracing, and seamless collaboration between engineering and product teams. Braintrust has established itself as a platform for evaluation

Table of Contents * TL;DR * Understanding AI Hallucinations * Why Hallucination Detection Matters * Key Criteria for Evaluating Detection Tools * Top 5 Hallucination Detection Tools * 1. Maxim AI * 2. Langfuse * 3. Arize AI * 4. Galileo * 5. LangSmith * Comparative Analysis * Detection Methodology Framework * Best Practices for Implementation * Conclusion TL;DR AI hallucinations pose

The artificial intelligence landscape experienced an unprecedented release cycle in late 2025, with three frontier models launching within weeks of each other. Google's Gemini 3 Pro arrived on November 18, followed by Claude Opus 4.5 from Anthropic on November 24, both building upon OpenAI's GPT-5